extract_info_from_redcap_dictionary.ipynb

{
 "cells": [
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "---\n",
    "title: \"Comparison of REDCap dictionaries - demo\"\n",
    "author: \"H. Langet\"\n",
    "date: last-modified\n",
    "execute:\n",
    "  echo: false\n",
    "  warning: false\n",
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    "      - top=15mm\n",
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    "      - left=15mm\n",
    "      - right=15mm\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package punkt to\n",
      "[nltk_data]     C:\\Users\\langhe\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package punkt is already up-to-date!\n",
      "[nltk_data] Downloading package stopwords to\n",
      "[nltk_data]     C:\\Users\\langhe\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package stopwords is already up-to-date!\n"
     ]
    }
   ],
   "source": [
    "#| echo: false\n",
    "import pandas as pd\n",
    "import os\n",
    "import numpy as np\n",
    "import redcap\n",
    "from IPython.display import Markdown, display"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#| tags: [parameters]\n",
    "root    = r\"C:\\Users\\langhe\\switchdrive\\Private\\Collaborations\\2023 EDCPT ultrasound\\WP3\\dictionaries\"\n",
    "in_csv1 = os.path.join(root, r\"IMCIPLUSRCTPilot_DataDictionary_2024-06-07.csv\")\n",
    "in_csv2 = os.path.join(root, r\"IMCIPLUSRCTPilot_DataDictionary_2024-06-10.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Characteristics of the current REDCap data dictionary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "d2 = redcap.DataDic(in_csv2,\n",
    "                    dtype = \"RCT\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "s1 = d2.printNumForms()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "The REDCap data dictionary contains 14 forms."
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Markdown(f'{s1}'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>N</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>b2_screening_antibiotic_use</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>death_form</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms   N\n",
       "0                  a_enrollment   4\n",
       "1              a_exit_interview  66\n",
       "2           a_phone_followup_d8  20\n",
       "3    admitted_in_ward_follow_up  26\n",
       "4     b1_screening_registration  19\n",
       "5   b2_screening_antibiotic_use   3\n",
       "6       b3_screening_vitalsigns  53\n",
       "7     b_day_8_inperson_followup  34\n",
       "8         b_patient_information  15\n",
       "9       b_spontaneous_follow_up  18\n",
       "10   b_spontaneous_follow_upold  31\n",
       "11            c_lung_ultrasound  31\n",
       "12                   death_form   4\n",
       "13           phone_followup_d29  13"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| label: tbl-forms\n",
    "#| tbl-cap: \"Number of variables by forms\"\n",
    "d2.getForms()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "d2_form_list = d2.getFormList()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "q2 = d2.getVariables()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Personally Identifiable Information (PII)\n",
    "\n",
    "Personally Identifiable Information (PII) should not be shared beteween countries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Field Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>l_name</td>\n",
       "      <td>Last name:</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>f_name</td>\n",
       "      <td>First Name</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>id_num</td>\n",
       "      <td>Patient's National ID number</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>caregiver_name</td>\n",
       "      <td>Primary Caregiver's Last name:</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>caregiver_surname</td>\n",
       "      <td>Primary Caregiver's First name:</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>alt_contact_person</td>\n",
       "      <td>Alternate Contact person (Name &amp; Surname):</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>alt_contact_num</td>\n",
       "      <td>Alternate Contact person (Cell phone number)</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>legal_rep</td>\n",
       "      <td>Legal representative of child in the event of ...</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>legal_cell</td>\n",
       "      <td>Cell phone number of the legal representative\\...</td>\n",
       "      <td>text</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    Forms           Variables  \\\n",
       "81  b_patient_information              l_name   \n",
       "82  b_patient_information              f_name   \n",
       "85  b_patient_information              id_num   \n",
       "86  b_patient_information      caregiver_name   \n",
       "87  b_patient_information   caregiver_surname   \n",
       "88  b_patient_information  alt_contact_person   \n",
       "89  b_patient_information     alt_contact_num   \n",
       "90  b_patient_information           legal_rep   \n",
       "91  b_patient_information          legal_cell   \n",
       "\n",
       "                                          Field Label Field Type  \n",
       "81                                        Last name:        text  \n",
       "82                                         First Name       text  \n",
       "85                      Patient's National ID number        text  \n",
       "86                     Primary Caregiver's Last name:       text  \n",
       "87                    Primary Caregiver's First name:       text  \n",
       "88         Alternate Contact person (Name & Surname):       text  \n",
       "89       Alternate Contact person (Cell phone number)       text  \n",
       "90  Legal representative of child in the event of ...       text  \n",
       "91  Cell phone number of the legal representative\\...       text  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| tbl-cap: \"List of PII variables\"\n",
    "d2.getIdentifiers()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mandatory variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "required_df, required_dict = d2.getRequired()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "### Form: a_enrollment"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "3 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>consent_rct</td>\n",
       "      <td>[eligibility_rct] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>consent_observational</td>\n",
       "      <td>[eligibility_observational] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>consent_biobanking</td>\n",
       "      <td>[eligibility_general] = '1'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Forms              Variables  \\\n",
       "75  a_enrollment            consent_rct   \n",
       "76  a_enrollment  consent_observational   \n",
       "77  a_enrollment     consent_biobanking   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "75                 [eligibility_rct] = '1'  \n",
       "76       [eligibility_observational] = '1'  \n",
       "77             [eligibility_general] = '1'  "
      ]
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     "metadata": {},
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    {
     "data": {
      "text/markdown": [
       "### Form: a_exit_interview"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    {
     "data": {
      "text/markdown": [
       "5 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
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       "      <td>a_exit_interview</td>\n",
       "      <td>other_diagnosis</td>\n",
       "      <td>[exit_dxroutine(99)] = '1'</td>\n",
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       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>disposition</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>admitted</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>hospital_folder_num</td>\n",
       "      <td>NaN</td>\n",
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      "text/plain": [
       "                Forms            Variables  \\\n",
       "125  a_exit_interview       exit_dxroutine   \n",
       "126  a_exit_interview      other_diagnosis   \n",
       "127  a_exit_interview          disposition   \n",
       "129  a_exit_interview             admitted   \n",
       "130  a_exit_interview  hospital_folder_num   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "125                                     NaN  \n",
       "126              [exit_dxroutine(99)] = '1'  \n",
       "127                                     NaN  \n",
       "129                                     NaN  \n",
       "130                                     NaN  "
      ]
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     "metadata": {},
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    {
     "data": {
      "text/markdown": [
       "### Form: a_phone_followup_d8"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    {
     "data": {
      "text/markdown": [
       "20 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
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       "      <th>266</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>d8_date</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>d8_phone_call</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>d8_no_reason</td>\n",
       "      <td>[d8_phone_call] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>patient_outcome</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>death_date</td>\n",
       "      <td>[patient_outcome] = '5'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>death_cause</td>\n",
       "      <td>[patient_outcome] = '5'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>attened_clinic</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>date_attended_clinic</td>\n",
       "      <td>[attened_clinic] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>medication_prescribed</td>\n",
       "      <td>[attened_clinic] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>gp_antibiotic</td>\n",
       "      <td>[attened_clinic] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>attended_trad_healer</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>trad_healer_date</td>\n",
       "      <td>[attended_trad_healer] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>trad_healer_medication</td>\n",
       "      <td>[attended_trad_healer] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>bought_over_counter</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>pharamcy_purchase_date</td>\n",
       "      <td>[bought_over_counter] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>over_counter_meds</td>\n",
       "      <td>[bought_over_counter] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>hospitalization</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>hospitalization_place</td>\n",
       "      <td>[hospitalization] = '2' or [hospitalization] =...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>admission_date</td>\n",
       "      <td>[hospitalization] = '2' or [hospitalization] =...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>discharged_date</td>\n",
       "      <td>[hospitalization] = '2' or [hospitalization] =...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   Forms               Variables  \\\n",
       "266  a_phone_followup_d8                 d8_date   \n",
       "267  a_phone_followup_d8           d8_phone_call   \n",
       "268  a_phone_followup_d8            d8_no_reason   \n",
       "269  a_phone_followup_d8         patient_outcome   \n",
       "270  a_phone_followup_d8              death_date   \n",
       "271  a_phone_followup_d8             death_cause   \n",
       "272  a_phone_followup_d8          attened_clinic   \n",
       "273  a_phone_followup_d8    date_attended_clinic   \n",
       "274  a_phone_followup_d8   medication_prescribed   \n",
       "275  a_phone_followup_d8           gp_antibiotic   \n",
       "276  a_phone_followup_d8    attended_trad_healer   \n",
       "277  a_phone_followup_d8        trad_healer_date   \n",
       "278  a_phone_followup_d8  trad_healer_medication   \n",
       "279  a_phone_followup_d8     bought_over_counter   \n",
       "280  a_phone_followup_d8  pharamcy_purchase_date   \n",
       "281  a_phone_followup_d8       over_counter_meds   \n",
       "282  a_phone_followup_d8         hospitalization   \n",
       "283  a_phone_followup_d8   hospitalization_place   \n",
       "284  a_phone_followup_d8          admission_date   \n",
       "285  a_phone_followup_d8         discharged_date   \n",
       "\n",
       "               Branching Logic (Show field only if...)  \n",
       "266                                                NaN  \n",
       "267                                                NaN  \n",
       "268                              [d8_phone_call] = '0'  \n",
       "269                                                NaN  \n",
       "270                            [patient_outcome] = '5'  \n",
       "271                            [patient_outcome] = '5'  \n",
       "272                                                NaN  \n",
       "273                             [attened_clinic] = '1'  \n",
       "274                             [attened_clinic] = '1'  \n",
       "275                             [attened_clinic] = '1'  \n",
       "276                                                NaN  \n",
       "277                       [attended_trad_healer] = '1'  \n",
       "278                       [attended_trad_healer] = '1'  \n",
       "279                                                NaN  \n",
       "280                        [bought_over_counter] = '1'  \n",
       "281                        [bought_over_counter] = '1'  \n",
       "282                                                NaN  \n",
       "283  [hospitalization] = '2' or [hospitalization] =...  \n",
       "284  [hospitalization] = '2' or [hospitalization] =...  \n",
       "285  [hospitalization] = '2' or [hospitalization] =...  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: admitted_in_ward_follow_up"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "20 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>follow_up_date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>day</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>fu_alive</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>level_of_care_change</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>hospital_name</td>\n",
       "      <td>[level_of_care_change] = '3'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>high_care_reason</td>\n",
       "      <td>[level_of_care_change] = '3'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>patient_discharged</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>discharged_date_d16c7c_2</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>general_status</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>who_danger_signs</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>drink_inability</td>\n",
       "      <td>[who_danger_signs] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>vomiting</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>convulsions</td>\n",
       "      <td>[who_danger_signs] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>lethargy</td>\n",
       "      <td>[who_danger_signs] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>respiratory_distress</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>respi_need_support</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>q16_chest_indrawing_2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>vs_respdistress_2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>wheeze_present</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>stridor_present</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms                 Variables  \\\n",
       "192  admitted_in_ward_follow_up            follow_up_date   \n",
       "193  admitted_in_ward_follow_up                       day   \n",
       "194  admitted_in_ward_follow_up                  fu_alive   \n",
       "196  admitted_in_ward_follow_up      level_of_care_change   \n",
       "197  admitted_in_ward_follow_up             hospital_name   \n",
       "198  admitted_in_ward_follow_up          high_care_reason   \n",
       "199  admitted_in_ward_follow_up        patient_discharged   \n",
       "200  admitted_in_ward_follow_up  discharged_date_d16c7c_2   \n",
       "203  admitted_in_ward_follow_up            general_status   \n",
       "204  admitted_in_ward_follow_up          who_danger_signs   \n",
       "205  admitted_in_ward_follow_up           drink_inability   \n",
       "206  admitted_in_ward_follow_up                  vomiting   \n",
       "207  admitted_in_ward_follow_up               convulsions   \n",
       "208  admitted_in_ward_follow_up                  lethargy   \n",
       "209  admitted_in_ward_follow_up      respiratory_distress   \n",
       "210  admitted_in_ward_follow_up        respi_need_support   \n",
       "212  admitted_in_ward_follow_up     q16_chest_indrawing_2   \n",
       "213  admitted_in_ward_follow_up         vs_respdistress_2   \n",
       "214  admitted_in_ward_follow_up            wheeze_present   \n",
       "215  admitted_in_ward_follow_up           stridor_present   \n",
       "\n",
       "               Branching Logic (Show field only if...)  \n",
       "192                                                NaN  \n",
       "193                                                NaN  \n",
       "194                                                NaN  \n",
       "196                                                NaN  \n",
       "197                       [level_of_care_change] = '3'  \n",
       "198                       [level_of_care_change] = '3'  \n",
       "199                                                NaN  \n",
       "200  [hospitalization_9b48ef] = '2' or [hospitaliza...  \n",
       "203                                                NaN  \n",
       "204                                                NaN  \n",
       "205                           [who_danger_signs] = '1'  \n",
       "206                                                NaN  \n",
       "207                           [who_danger_signs] = '1'  \n",
       "208                           [who_danger_signs] = '1'  \n",
       "209                                                NaN  \n",
       "210                                                NaN  \n",
       "212                                                NaN  \n",
       "213                                                NaN  \n",
       "214                                                NaN  \n",
       "215                                                NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b1_screening_registration"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "10 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q2_prev_enrolled</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q2_b_enrollment_date</td>\n",
       "      <td>[q2_prev_enrolled] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q2_a</td>\n",
       "      <td>[q2_b_enrollment_date] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q2i_unknown_date</td>\n",
       "      <td>[q2_b_enrollment_date] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>unknown_dob</td>\n",
       "      <td>[child_dob]=''</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>years</td>\n",
       "      <td>[unknown_dob]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>estimated_age_in_months</td>\n",
       "      <td>[unknown_dob]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q1_cough</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q1_breathing</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>q3_clinic_visit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Forms                Variables  \\\n",
       "2   b1_screening_registration         q2_prev_enrolled   \n",
       "3   b1_screening_registration     q2_b_enrollment_date   \n",
       "4   b1_screening_registration                     q2_a   \n",
       "5   b1_screening_registration         q2i_unknown_date   \n",
       "9   b1_screening_registration              unknown_dob   \n",
       "10  b1_screening_registration                    years   \n",
       "11  b1_screening_registration  estimated_age_in_months   \n",
       "15  b1_screening_registration                 q1_cough   \n",
       "16  b1_screening_registration             q1_breathing   \n",
       "17  b1_screening_registration          q3_clinic_visit   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "2                                      NaN  \n",
       "3                 [q2_prev_enrolled] = '1'  \n",
       "4             [q2_b_enrollment_date] = '1'  \n",
       "5             [q2_b_enrollment_date] = '0'  \n",
       "9                           [child_dob]=''  \n",
       "10                         [unknown_dob]=1  \n",
       "11                         [unknown_dob]=1  \n",
       "15                                     NaN  \n",
       "16                                     NaN  \n",
       "17                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b2_screening_antibiotic_use"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "2 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>b2_screening_antibiotic_use</td>\n",
       "      <td>q4_meds</td>\n",
       "      <td>[medication_48hrs_yn]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>b2_screening_antibiotic_use</td>\n",
       "      <td>q4_meds_duration</td>\n",
       "      <td>[medication_48hrs_yn]=1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms         Variables  \\\n",
       "19  b2_screening_antibiotic_use           q4_meds   \n",
       "21  b2_screening_antibiotic_use  q4_meds_duration   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "19                 [medication_48hrs_yn]=1  \n",
       "21                 [medication_48hrs_yn]=1  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b3_screening_vitalsigns"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "38 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q5_a_drinking_inability</td>\n",
       "      <td>[q5_imci_danger_sings]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q5_vommiting</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q5_convulsions</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q5_lethargy</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q6_chronic_disease</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q6_chronic_type</td>\n",
       "      <td>[q6_chronic_disease] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q7_other_chronic</td>\n",
       "      <td>[q6_chronic_type] = '99'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q7_hiv_status</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q7_arv_treatment</td>\n",
       "      <td>[q7_hiv_status] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q7_recent_vl</td>\n",
       "      <td>[q7_arv_treatment] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q7_recent_vl_date</td>\n",
       "      <td>[q7_recent_vl] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q7_vl_value</td>\n",
       "      <td>[q7_recent_vl] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q8_recent_cd4</td>\n",
       "      <td>[q7_hiv_status] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q8_cd4_date</td>\n",
       "      <td>[q8_recent_cd4] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q8_cd4_value</td>\n",
       "      <td>[q8_recent_cd4] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q9_controlled_treatment</td>\n",
       "      <td>[age_in_days]&gt;=365 and [q7_hiv_status] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q11_weight</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>muac</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q13_respiratory_rate</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q15_audible_whz</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q16_chest_indrawing</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>vs_respdistress</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>incl_calc_aged_12yrs</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>incl_coughdiffb</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>incl_fast_breath</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_repeat_visit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_enrolled_28</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_antibiotic_treatment</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_danger_signs</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_jaundice</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_hypoxaemia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>severe_acute_malnutrition</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>underlying_diseases</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>caregiver_unavailable</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_mildhypoxemia</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_less_than_12_month</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_requiring_admission</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>excl_known_to_be_uncontrolled</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Forms                      Variables  \\\n",
       "24  b3_screening_vitalsigns        q5_a_drinking_inability   \n",
       "25  b3_screening_vitalsigns                   q5_vommiting   \n",
       "26  b3_screening_vitalsigns                 q5_convulsions   \n",
       "27  b3_screening_vitalsigns                    q5_lethargy   \n",
       "28  b3_screening_vitalsigns             q6_chronic_disease   \n",
       "29  b3_screening_vitalsigns                q6_chronic_type   \n",
       "30  b3_screening_vitalsigns               q7_other_chronic   \n",
       "31  b3_screening_vitalsigns                  q7_hiv_status   \n",
       "32  b3_screening_vitalsigns               q7_arv_treatment   \n",
       "33  b3_screening_vitalsigns                   q7_recent_vl   \n",
       "34  b3_screening_vitalsigns              q7_recent_vl_date   \n",
       "35  b3_screening_vitalsigns                    q7_vl_value   \n",
       "36  b3_screening_vitalsigns                  q8_recent_cd4   \n",
       "37  b3_screening_vitalsigns                    q8_cd4_date   \n",
       "38  b3_screening_vitalsigns                   q8_cd4_value   \n",
       "39  b3_screening_vitalsigns        q9_controlled_treatment   \n",
       "42  b3_screening_vitalsigns                     q11_weight   \n",
       "44  b3_screening_vitalsigns                           muac   \n",
       "47  b3_screening_vitalsigns           q13_respiratory_rate   \n",
       "50  b3_screening_vitalsigns                q15_audible_whz   \n",
       "51  b3_screening_vitalsigns            q16_chest_indrawing   \n",
       "52  b3_screening_vitalsigns                vs_respdistress   \n",
       "53  b3_screening_vitalsigns           incl_calc_aged_12yrs   \n",
       "54  b3_screening_vitalsigns                incl_coughdiffb   \n",
       "55  b3_screening_vitalsigns               incl_fast_breath   \n",
       "56  b3_screening_vitalsigns              excl_repeat_visit   \n",
       "57  b3_screening_vitalsigns               excl_enrolled_28   \n",
       "58  b3_screening_vitalsigns      excl_antibiotic_treatment   \n",
       "59  b3_screening_vitalsigns              excl_danger_signs   \n",
       "60  b3_screening_vitalsigns                  excl_jaundice   \n",
       "61  b3_screening_vitalsigns                excl_hypoxaemia   \n",
       "63  b3_screening_vitalsigns      severe_acute_malnutrition   \n",
       "64  b3_screening_vitalsigns            underlying_diseases   \n",
       "65  b3_screening_vitalsigns          caregiver_unavailable   \n",
       "66  b3_screening_vitalsigns             excl_mildhypoxemia   \n",
       "67  b3_screening_vitalsigns        excl_less_than_12_month   \n",
       "68  b3_screening_vitalsigns       excl_requiring_admission   \n",
       "69  b3_screening_vitalsigns  excl_known_to_be_uncontrolled   \n",
       "\n",
       "         Branching Logic (Show field only if...)  \n",
       "24                      [q5_imci_danger_sings]=1  \n",
       "25                                           NaN  \n",
       "26                                           NaN  \n",
       "27                                           NaN  \n",
       "28                                           NaN  \n",
       "29                    [q6_chronic_disease] = '1'  \n",
       "30                      [q6_chronic_type] = '99'  \n",
       "31                                           NaN  \n",
       "32                         [q7_hiv_status] = '1'  \n",
       "33                      [q7_arv_treatment] = '1'  \n",
       "34                          [q7_recent_vl] = '1'  \n",
       "35                          [q7_recent_vl] = '1'  \n",
       "36                         [q7_hiv_status] = '1'  \n",
       "37                         [q8_recent_cd4] = '1'  \n",
       "38                         [q8_recent_cd4] = '1'  \n",
       "39  [age_in_days]>=365 and [q7_hiv_status] = '1'  \n",
       "42                                           NaN  \n",
       "44                                           NaN  \n",
       "47                                           NaN  \n",
       "50                                           NaN  \n",
       "51                                           NaN  \n",
       "52                                           NaN  \n",
       "53                                           NaN  \n",
       "54                                           NaN  \n",
       "55                                           NaN  \n",
       "56                                           NaN  \n",
       "57                                           NaN  \n",
       "58                                           NaN  \n",
       "59                                           NaN  \n",
       "60                                           NaN  \n",
       "61                                           NaN  \n",
       "63                                           NaN  \n",
       "64                                           NaN  \n",
       "65                                           NaN  \n",
       "66                                           NaN  \n",
       "67                                           NaN  \n",
       "68                                           NaN  \n",
       "69                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_day_8_inperson_followup"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "25 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>actual_follow_up_date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>d8_phone_call_7ed0e4</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>d8_no_reason_c17839</td>\n",
       "      <td>[d8_phone_call_7ed0e4] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>patient_outcome_510e6b</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>in_person_visit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>attened_clinic_ea407f</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>date_attended_clinic_8ce59d</td>\n",
       "      <td>[fu_addvisit_opd] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>date_attended_clinic_8ce59d_2</td>\n",
       "      <td>[fu_addvisit_opd] = '1' and [fu_addvisit_numou...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>medication_prescribed_5d4727</td>\n",
       "      <td>[attened_clinic_ea407f] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>gp_antibiotic_cece49</td>\n",
       "      <td>[attened_clinic_ea407f] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>trad_healer_medication_431f97</td>\n",
       "      <td>[attended_trad_healer_c16554] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>bought_over_counter_0cf2f2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>pharamcy_purchase_date_2bf51a</td>\n",
       "      <td>[bought_over_counter_0cf2f2] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>over_counter_meds_d38854</td>\n",
       "      <td>[bought_over_counter_0cf2f2] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>hospitalization_9b48ef</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>admission_date_3b3c30</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>discharged_date_d16c7c</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>who_danger_signs_2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>drinking_inability</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>vomitting_everything</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>illness_convulsions</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>unconscious</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>respiratory_distress_2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>q16_chest_indrawing_3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>vs_respdistress_3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         Forms                      Variables  \\\n",
       "286  b_day_8_inperson_followup          actual_follow_up_date   \n",
       "287  b_day_8_inperson_followup           d8_phone_call_7ed0e4   \n",
       "288  b_day_8_inperson_followup            d8_no_reason_c17839   \n",
       "290  b_day_8_inperson_followup         patient_outcome_510e6b   \n",
       "291  b_day_8_inperson_followup                in_person_visit   \n",
       "292  b_day_8_inperson_followup          attened_clinic_ea407f   \n",
       "299  b_day_8_inperson_followup    date_attended_clinic_8ce59d   \n",
       "300  b_day_8_inperson_followup  date_attended_clinic_8ce59d_2   \n",
       "301  b_day_8_inperson_followup   medication_prescribed_5d4727   \n",
       "302  b_day_8_inperson_followup           gp_antibiotic_cece49   \n",
       "303  b_day_8_inperson_followup  trad_healer_medication_431f97   \n",
       "304  b_day_8_inperson_followup     bought_over_counter_0cf2f2   \n",
       "305  b_day_8_inperson_followup  pharamcy_purchase_date_2bf51a   \n",
       "306  b_day_8_inperson_followup       over_counter_meds_d38854   \n",
       "307  b_day_8_inperson_followup         hospitalization_9b48ef   \n",
       "309  b_day_8_inperson_followup          admission_date_3b3c30   \n",
       "310  b_day_8_inperson_followup         discharged_date_d16c7c   \n",
       "312  b_day_8_inperson_followup             who_danger_signs_2   \n",
       "313  b_day_8_inperson_followup             drinking_inability   \n",
       "314  b_day_8_inperson_followup           vomitting_everything   \n",
       "315  b_day_8_inperson_followup            illness_convulsions   \n",
       "316  b_day_8_inperson_followup                    unconscious   \n",
       "317  b_day_8_inperson_followup         respiratory_distress_2   \n",
       "318  b_day_8_inperson_followup          q16_chest_indrawing_3   \n",
       "319  b_day_8_inperson_followup              vs_respdistress_3   \n",
       "\n",
       "               Branching Logic (Show field only if...)  \n",
       "286                                                NaN  \n",
       "287                                                NaN  \n",
       "288                       [d8_phone_call_7ed0e4] = '0'  \n",
       "290                                                NaN  \n",
       "291                                                NaN  \n",
       "292                                                NaN  \n",
       "299                            [fu_addvisit_opd] = '1'  \n",
       "300  [fu_addvisit_opd] = '1' and [fu_addvisit_numou...  \n",
       "301                      [attened_clinic_ea407f] = '1'  \n",
       "302                      [attened_clinic_ea407f] = '1'  \n",
       "303                [attended_trad_healer_c16554] = '1'  \n",
       "304                                                NaN  \n",
       "305                 [bought_over_counter_0cf2f2] = '1'  \n",
       "306                 [bought_over_counter_0cf2f2] = '1'  \n",
       "307                                                NaN  \n",
       "309  [hospitalization_9b48ef] = '2' or [hospitaliza...  \n",
       "310  [hospitalization_9b48ef] = '2' or [hospitaliza...  \n",
       "312                                                NaN  \n",
       "313                     [patient_outcome_510e6b] = '4'  \n",
       "314                     [patient_outcome_510e6b] = '4'  \n",
       "315                     [patient_outcome_510e6b] = '4'  \n",
       "316                     [patient_outcome_510e6b] = '4'  \n",
       "317                                                NaN  \n",
       "318                                                NaN  \n",
       "319                                                NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_patient_information"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "6 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>p_folder_num</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>l_name</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>f_name</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>sex</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>dob_p</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>id_num</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    Forms     Variables  \\\n",
       "79  b_patient_information  p_folder_num   \n",
       "81  b_patient_information        l_name   \n",
       "82  b_patient_information        f_name   \n",
       "83  b_patient_information           sex   \n",
       "84  b_patient_information         dob_p   \n",
       "85  b_patient_information        id_num   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "79                                     NaN  \n",
       "81                                     NaN  \n",
       "82                                     NaN  \n",
       "83                                     NaN  \n",
       "84                                     NaN  \n",
       "85                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_spontaneous_follow_up"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "14 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>follow_up_date_7f8608</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>day_480007</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>fu_alive_ea0e53</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>general_status_d914a3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>who_danger_signs_207b75</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>drink_inability_d84095</td>\n",
       "      <td>[who_danger_signs_207b75] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>vomiting_98e5da</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>convulsions_04356d</td>\n",
       "      <td>[who_danger_signs_207b75] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>lethargy_30347f</td>\n",
       "      <td>[who_danger_signs_207b75] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>respiratory_distress_5429e6</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>q16_chest_indrawing_2_38d89a</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>vs_respdistress_2_313ee8</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>wheeze_present_462285</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>stridor_present_5f107e</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                       Forms                     Variables  \\\n",
       "249  b_spontaneous_follow_up         follow_up_date_7f8608   \n",
       "250  b_spontaneous_follow_up                    day_480007   \n",
       "251  b_spontaneous_follow_up               fu_alive_ea0e53   \n",
       "254  b_spontaneous_follow_up         general_status_d914a3   \n",
       "255  b_spontaneous_follow_up       who_danger_signs_207b75   \n",
       "256  b_spontaneous_follow_up        drink_inability_d84095   \n",
       "257  b_spontaneous_follow_up               vomiting_98e5da   \n",
       "258  b_spontaneous_follow_up            convulsions_04356d   \n",
       "259  b_spontaneous_follow_up               lethargy_30347f   \n",
       "260  b_spontaneous_follow_up   respiratory_distress_5429e6   \n",
       "261  b_spontaneous_follow_up  q16_chest_indrawing_2_38d89a   \n",
       "262  b_spontaneous_follow_up      vs_respdistress_2_313ee8   \n",
       "263  b_spontaneous_follow_up         wheeze_present_462285   \n",
       "264  b_spontaneous_follow_up        stridor_present_5f107e   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "249                                     NaN  \n",
       "250                                     NaN  \n",
       "251                                     NaN  \n",
       "254                                     NaN  \n",
       "255                                     NaN  \n",
       "256         [who_danger_signs_207b75] = '1'  \n",
       "257                                     NaN  \n",
       "258         [who_danger_signs_207b75] = '1'  \n",
       "259         [who_danger_signs_207b75] = '1'  \n",
       "260                                     NaN  \n",
       "261                                     NaN  \n",
       "262                                     NaN  \n",
       "263                                     NaN  \n",
       "264                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_spontaneous_follow_upold"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "26 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>219</th>\n",
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       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>costal_indrawing_e228a4</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>222</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
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       "      <th>223</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>stridor_present_abc4d2</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>intercostal_recessions_174c33</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>tracheal_tug_2376aa</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>severity_signs_e31da4</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>general_status_707fa1</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>medical_death_4991d2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>traum_date_0f3a49</td>\n",
       "      <td>[medical_death_4991d2] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>other_cause_9586ca</td>\n",
       "      <td>[cause_of_death_c330f3] = '2'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>who_danger_signs_3936bd</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>drink_inability_c2c793</td>\n",
       "      <td>[who_danger_signs_3936bd] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>vomiting_d5ae17</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>convulsions_3c4d41</td>\n",
       "      <td>[who_danger_signs_3936bd] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>lethargy_6b9aec</td>\n",
       "      <td>[who_danger_signs_3936bd] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>respiratory_distress_5eea86</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>distress_type_316cc7</td>\n",
       "      <td>[respiratory_distress_5eea86] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>level_of_care_change_7fca39</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>respi_need_support_728175</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>patient_discharged_780d07</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>referred_higher_care_133cbe</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>higher_care_type_c3e8be</td>\n",
       "      <td>[referred_higher_care_133cbe] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>hospital_name_b24fa8</td>\n",
       "      <td>[referred_higher_care_133cbe] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>high_care_reason_0cbf07</td>\n",
       "      <td>[referred_higher_care_133cbe] = '1'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms                      Variables  \\\n",
       "218  b_spontaneous_follow_upold          follow_up_date_952e21   \n",
       "219  b_spontaneous_follow_upold                     day_b22202   \n",
       "221  b_spontaneous_follow_upold        costal_indrawing_e228a4   \n",
       "222  b_spontaneous_follow_upold          wheeze_present_9bfa71   \n",
       "223  b_spontaneous_follow_upold         stridor_present_abc4d2   \n",
       "224  b_spontaneous_follow_upold  intercostal_recessions_174c33   \n",
       "225  b_spontaneous_follow_upold            tracheal_tug_2376aa   \n",
       "226  b_spontaneous_follow_upold          severity_signs_e31da4   \n",
       "227  b_spontaneous_follow_upold          general_status_707fa1   \n",
       "229  b_spontaneous_follow_upold           medical_death_4991d2   \n",
       "230  b_spontaneous_follow_upold              traum_date_0f3a49   \n",
       "232  b_spontaneous_follow_upold             other_cause_9586ca   \n",
       "233  b_spontaneous_follow_upold        who_danger_signs_3936bd   \n",
       "234  b_spontaneous_follow_upold         drink_inability_c2c793   \n",
       "235  b_spontaneous_follow_upold                vomiting_d5ae17   \n",
       "236  b_spontaneous_follow_upold             convulsions_3c4d41   \n",
       "237  b_spontaneous_follow_upold                lethargy_6b9aec   \n",
       "238  b_spontaneous_follow_upold    respiratory_distress_5eea86   \n",
       "239  b_spontaneous_follow_upold           distress_type_316cc7   \n",
       "240  b_spontaneous_follow_upold    level_of_care_change_7fca39   \n",
       "241  b_spontaneous_follow_upold      respi_need_support_728175   \n",
       "243  b_spontaneous_follow_upold      patient_discharged_780d07   \n",
       "244  b_spontaneous_follow_upold    referred_higher_care_133cbe   \n",
       "245  b_spontaneous_follow_upold        higher_care_type_c3e8be   \n",
       "246  b_spontaneous_follow_upold           hospital_name_b24fa8   \n",
       "247  b_spontaneous_follow_upold        high_care_reason_0cbf07   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "218                                     NaN  \n",
       "219                                     NaN  \n",
       "221                                     NaN  \n",
       "222                                     NaN  \n",
       "223                                     NaN  \n",
       "224                                     NaN  \n",
       "225                                     NaN  \n",
       "226                                     NaN  \n",
       "227                                     NaN  \n",
       "229                                     NaN  \n",
       "230            [medical_death_4991d2] = '1'  \n",
       "232           [cause_of_death_c330f3] = '2'  \n",
       "233                                     NaN  \n",
       "234         [who_danger_signs_3936bd] = '1'  \n",
       "235                                     NaN  \n",
       "236         [who_danger_signs_3936bd] = '1'  \n",
       "237         [who_danger_signs_3936bd] = '1'  \n",
       "238                                     NaN  \n",
       "239     [respiratory_distress_5eea86] = '1'  \n",
       "240                                     NaN  \n",
       "241                                     NaN  \n",
       "243                                     NaN  \n",
       "244                                     NaN  \n",
       "245     [referred_higher_care_133cbe] = '1'  \n",
       "246     [referred_higher_care_133cbe] = '1'  \n",
       "247     [referred_higher_care_133cbe] = '1'  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: c_lung_ultrasound"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "18 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>ultrasound</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>las</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lai</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lls</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>ll</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lps</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lpi</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>ras</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>rai</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>rps</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>rpi</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>rls</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>rl</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>ll_spine</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>rl_spine</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>pleural_effusion</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>left_effusion_size</td>\n",
       "      <td>[effusioin_side] = '2'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>left_efusion_appearance</td>\n",
       "      <td>[effusioin_side] = '2'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Forms                Variables  \\\n",
       "94   c_lung_ultrasound               ultrasound   \n",
       "105  c_lung_ultrasound                      las   \n",
       "106  c_lung_ultrasound                      lai   \n",
       "107  c_lung_ultrasound                      lls   \n",
       "108  c_lung_ultrasound                       ll   \n",
       "109  c_lung_ultrasound                      lps   \n",
       "110  c_lung_ultrasound                      lpi   \n",
       "111  c_lung_ultrasound                      ras   \n",
       "112  c_lung_ultrasound                      rai   \n",
       "113  c_lung_ultrasound                      rps   \n",
       "114  c_lung_ultrasound                      rpi   \n",
       "115  c_lung_ultrasound                      rls   \n",
       "116  c_lung_ultrasound                       rl   \n",
       "117  c_lung_ultrasound                 ll_spine   \n",
       "118  c_lung_ultrasound                 rl_spine   \n",
       "119  c_lung_ultrasound         pleural_effusion   \n",
       "123  c_lung_ultrasound       left_effusion_size   \n",
       "124  c_lung_ultrasound  left_efusion_appearance   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "94                                      NaN  \n",
       "105                                     NaN  \n",
       "106                                     NaN  \n",
       "107                                     NaN  \n",
       "108                                     NaN  \n",
       "109                                     NaN  \n",
       "110                                     NaN  \n",
       "111                                     NaN  \n",
       "112                                     NaN  \n",
       "113                                     NaN  \n",
       "114                                     NaN  \n",
       "115                                     NaN  \n",
       "116                                     NaN  \n",
       "117                                     NaN  \n",
       "118                                     NaN  \n",
       "119                                     NaN  \n",
       "123                  [effusioin_side] = '2'  \n",
       "124                  [effusioin_side] = '2'  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: death_form"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "3 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>death_form</td>\n",
       "      <td>medical_death</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>death_form</td>\n",
       "      <td>traum_date</td>\n",
       "      <td>[medical_death] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>death_form</td>\n",
       "      <td>other_cause</td>\n",
       "      <td>[cause_of_death] = '2'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          Forms      Variables Branching Logic (Show field only if...)\n",
       "333  death_form  medical_death                                     NaN\n",
       "334  death_form     traum_date                   [medical_death] = '1'\n",
       "336  death_form    other_cause                  [cause_of_death] = '2'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: phone_followup_d29"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "13 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>d8_date_155715</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>d8_phone_call_bc9be7</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>d8_no_reason_c9c481</td>\n",
       "      <td>[d8_phone_call_bc9be7] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>patient_outcome_dbca66</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>if_unchanged</td>\n",
       "      <td>[patient_outcome_dbca66] = '3'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>if_worsened</td>\n",
       "      <td>[patient_outcome_dbca66] = '4'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>death_date_eca754</td>\n",
       "      <td>[patient_outcome_dbca66] = '5'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>death_cause_63ef7e</td>\n",
       "      <td>[patient_outcome_dbca66] = '5'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>hospitalization_4d4ecb</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>hospitalization_place_278cb2</td>\n",
       "      <td>[hospitalization_4d4ecb] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>admission_date_dd3afa</td>\n",
       "      <td>[hospitalization_4d4ecb] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>discharged_date_b507cc</td>\n",
       "      <td>[hospitalization_4d4ecb] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>hospi_related_illness</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  Forms                     Variables  \\\n",
       "320  phone_followup_d29                d8_date_155715   \n",
       "321  phone_followup_d29          d8_phone_call_bc9be7   \n",
       "322  phone_followup_d29           d8_no_reason_c9c481   \n",
       "323  phone_followup_d29        patient_outcome_dbca66   \n",
       "324  phone_followup_d29                  if_unchanged   \n",
       "325  phone_followup_d29                   if_worsened   \n",
       "326  phone_followup_d29             death_date_eca754   \n",
       "327  phone_followup_d29            death_cause_63ef7e   \n",
       "328  phone_followup_d29        hospitalization_4d4ecb   \n",
       "329  phone_followup_d29  hospitalization_place_278cb2   \n",
       "330  phone_followup_d29         admission_date_dd3afa   \n",
       "331  phone_followup_d29        discharged_date_b507cc   \n",
       "332  phone_followup_d29         hospi_related_illness   \n",
       "\n",
       "               Branching Logic (Show field only if...)  \n",
       "320                                                NaN  \n",
       "321                                                NaN  \n",
       "322                       [d8_phone_call_bc9be7] = '0'  \n",
       "323                                                NaN  \n",
       "324                     [patient_outcome_dbca66] = '3'  \n",
       "325                     [patient_outcome_dbca66] = '4'  \n",
       "326                     [patient_outcome_dbca66] = '5'  \n",
       "327                     [patient_outcome_dbca66] = '5'  \n",
       "328                                                NaN  \n",
       "329  [hospitalization_4d4ecb] = '2' or [hospitaliza...  \n",
       "330  [hospitalization_4d4ecb] = '2' or [hospitaliza...  \n",
       "331  [hospitalization_4d4ecb] = '2' or [hospitaliza...  \n",
       "332                                                NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display results dynamically\n",
    "for k, v in required_dict.items():\n",
    "    display(Markdown(f'### Form: {k}'))\n",
    "    display(Markdown(f'{len(v.index)} variables'))\n",
    "    display(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Non-mandatory variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "nonrequired_df, nonrequired_dict = d2.getNonRequired()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "### Form: a_enrollment"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "1 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>please_randomize_patient</td>\n",
       "      <td>[consent_rct] = '1'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Forms                 Variables  \\\n",
       "78  a_enrollment  please_randomize_patient   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "78                     [consent_rct] = '1'  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: a_exit_interview"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "61 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>exit_refer_hospital_name</td>\n",
       "      <td>[disposition] = '2'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>exit_refer_hospital_name_2</td>\n",
       "      <td>[disposition] = '3'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>desc_antibiotic</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>exit_atb_name</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>exit_atbname_o</td>\n",
       "      <td>[exit_atb_name] = '99'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>reason_referal</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>routine_followup</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>exit_fu_days</td>\n",
       "      <td>[routine_followup] = '2'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>refferal_clinic_name</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>a_exit_interview</td>\n",
       "      <td>follow_up_other</td>\n",
       "      <td>[refferal_clinic_name] = '99'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>61 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                Forms                   Variables  \\\n",
       "128  a_exit_interview    exit_refer_hospital_name   \n",
       "131  a_exit_interview  exit_refer_hospital_name_2   \n",
       "132  a_exit_interview             desc_antibiotic   \n",
       "133  a_exit_interview               exit_atb_name   \n",
       "134  a_exit_interview              exit_atbname_o   \n",
       "..                ...                         ...   \n",
       "186  a_exit_interview              reason_referal   \n",
       "187  a_exit_interview            routine_followup   \n",
       "188  a_exit_interview                exit_fu_days   \n",
       "189  a_exit_interview        refferal_clinic_name   \n",
       "190  a_exit_interview             follow_up_other   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "128                     [disposition] = '2'  \n",
       "131                     [disposition] = '3'  \n",
       "132                                     NaN  \n",
       "133                                     NaN  \n",
       "134                  [exit_atb_name] = '99'  \n",
       "..                                      ...  \n",
       "186                                     NaN  \n",
       "187                                     NaN  \n",
       "188                [routine_followup] = '2'  \n",
       "189                                     NaN  \n",
       "190           [refferal_clinic_name] = '99'  \n",
       "\n",
       "[61 rows x 3 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: a_phone_followup_d8"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "0 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [Forms, Variables, Branching Logic (Show field only if...)]\n",
       "Index: []"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: admitted_in_ward_follow_up"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "6 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>follow_up_desc</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>please_exit_form_and_compl</td>\n",
       "      <td>[fu_alive] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>please_exit_form</td>\n",
       "      <td>[level_of_care_change] = '3' OR [patient_disch...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>desc_findings</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>fu_oxygen</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>working_diagnosis</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms                   Variables  \\\n",
       "191  admitted_in_ward_follow_up              follow_up_desc   \n",
       "195  admitted_in_ward_follow_up  please_exit_form_and_compl   \n",
       "201  admitted_in_ward_follow_up            please_exit_form   \n",
       "202  admitted_in_ward_follow_up               desc_findings   \n",
       "211  admitted_in_ward_follow_up                   fu_oxygen   \n",
       "216  admitted_in_ward_follow_up           working_diagnosis   \n",
       "\n",
       "               Branching Logic (Show field only if...)  \n",
       "191                                                NaN  \n",
       "195                                   [fu_alive] = '0'  \n",
       "201  [level_of_care_change] = '3' OR [patient_disch...  \n",
       "202                                                NaN  \n",
       "211                                                NaN  \n",
       "216                                                NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b1_screening_registration"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "9 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>record_id</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>screening_date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>scr_prevenrollment28d</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>please_exit_screening_and</td>\n",
       "      <td>[scr_prevenrollment28d]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>child_dob</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>age_in_days</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>age_in_years</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>age_in_months</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>medication_48hrs_yn</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Forms                  Variables  \\\n",
       "0   b1_screening_registration                  record_id   \n",
       "1   b1_screening_registration             screening_date   \n",
       "6   b1_screening_registration      scr_prevenrollment28d   \n",
       "7   b1_screening_registration  please_exit_screening_and   \n",
       "8   b1_screening_registration                  child_dob   \n",
       "12  b1_screening_registration                age_in_days   \n",
       "13  b1_screening_registration               age_in_years   \n",
       "14  b1_screening_registration              age_in_months   \n",
       "18  b1_screening_registration        medication_48hrs_yn   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "0                                      NaN  \n",
       "1                                      NaN  \n",
       "6                                      NaN  \n",
       "7                [scr_prevenrollment28d]=1  \n",
       "8                                      NaN  \n",
       "12                                     NaN  \n",
       "13                                     NaN  \n",
       "14                                     NaN  \n",
       "18                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b2_screening_antibiotic_use"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "1 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>b2_screening_antibiotic_use</td>\n",
       "      <td>scr_atb</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms Variables  \\\n",
       "20  b2_screening_antibiotic_use   scr_atb   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "20                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b3_screening_vitalsigns"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "15 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q5_imci_danger_sings</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q5_imci_sign_desc</td>\n",
       "      <td>[q5_imci_danger_sings]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>desc_2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>temp</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>q12_height</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>vs_sam</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>desc_3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>vs_spo2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>missing_spo2_why</td>\n",
       "      <td>[q14_oxygen]=''</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>ventilatory_suppor</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>eligibility_general</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>eligibility_rct</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>eligibility_observational</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>desc_4</td>\n",
       "      <td>[eligibility_rct]=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>desc_5</td>\n",
       "      <td>[eligibility_observational]=1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Forms                  Variables  \\\n",
       "22  b3_screening_vitalsigns       q5_imci_danger_sings   \n",
       "23  b3_screening_vitalsigns          q5_imci_sign_desc   \n",
       "40  b3_screening_vitalsigns                     desc_2   \n",
       "41  b3_screening_vitalsigns                       temp   \n",
       "43  b3_screening_vitalsigns                 q12_height   \n",
       "45  b3_screening_vitalsigns                     vs_sam   \n",
       "46  b3_screening_vitalsigns                     desc_3   \n",
       "48  b3_screening_vitalsigns                    vs_spo2   \n",
       "49  b3_screening_vitalsigns           missing_spo2_why   \n",
       "62  b3_screening_vitalsigns         ventilatory_suppor   \n",
       "70  b3_screening_vitalsigns        eligibility_general   \n",
       "71  b3_screening_vitalsigns            eligibility_rct   \n",
       "72  b3_screening_vitalsigns  eligibility_observational   \n",
       "73  b3_screening_vitalsigns                     desc_4   \n",
       "74  b3_screening_vitalsigns                     desc_5   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "22                                     NaN  \n",
       "23                [q5_imci_danger_sings]=1  \n",
       "40                                     NaN  \n",
       "41                                     NaN  \n",
       "43                                     NaN  \n",
       "45                                     NaN  \n",
       "46                                     NaN  \n",
       "48                                     NaN  \n",
       "49                         [q14_oxygen]=''  \n",
       "62                                     NaN  \n",
       "70                                     NaN  \n",
       "71                                     NaN  \n",
       "72                                     NaN  \n",
       "73                     [eligibility_rct]=1  \n",
       "74           [eligibility_observational]=1  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_day_8_inperson_followup"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "9 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>desc_caregiver_history</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>fu_addvisit_studyd8</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>fu_addvisit_study</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>fu_addvisit_opd</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>fu_addvisit_healer</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>fu_addvisit_numberstudy</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>fu_addvisit_numoutp</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>exit_refer_hospital_name_3</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>illness_hospilization</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         Forms                   Variables  \\\n",
       "289  b_day_8_inperson_followup      desc_caregiver_history   \n",
       "293  b_day_8_inperson_followup         fu_addvisit_studyd8   \n",
       "294  b_day_8_inperson_followup           fu_addvisit_study   \n",
       "295  b_day_8_inperson_followup             fu_addvisit_opd   \n",
       "296  b_day_8_inperson_followup          fu_addvisit_healer   \n",
       "297  b_day_8_inperson_followup     fu_addvisit_numberstudy   \n",
       "298  b_day_8_inperson_followup         fu_addvisit_numoutp   \n",
       "308  b_day_8_inperson_followup  exit_refer_hospital_name_3   \n",
       "311  b_day_8_inperson_followup       illness_hospilization   \n",
       "\n",
       "               Branching Logic (Show field only if...)  \n",
       "289                                                NaN  \n",
       "293                                                NaN  \n",
       "294                                                NaN  \n",
       "295                                                NaN  \n",
       "296                                                NaN  \n",
       "297                                                NaN  \n",
       "298                                                NaN  \n",
       "308  [hospitalization_9b48ef] = '2' or [hospitaliza...  \n",
       "311                                                NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_patient_information"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "9 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "      <th>80</th>\n",
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       "      <td>p_folder_confirm</td>\n",
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       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>caregiver_name</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>caregiver_surname</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>alt_contact_person</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>alt_contact_num</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>legal_rep</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>legal_cell</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>clinic</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>other_clinic</td>\n",
       "      <td>[clinic] = '18'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    Forms           Variables  \\\n",
       "80  b_patient_information    p_folder_confirm   \n",
       "86  b_patient_information      caregiver_name   \n",
       "87  b_patient_information   caregiver_surname   \n",
       "88  b_patient_information  alt_contact_person   \n",
       "89  b_patient_information     alt_contact_num   \n",
       "90  b_patient_information           legal_rep   \n",
       "91  b_patient_information          legal_cell   \n",
       "92  b_patient_information              clinic   \n",
       "93  b_patient_information        other_clinic   \n",
       "\n",
       "   Branching Logic (Show field only if...)  \n",
       "80                                     NaN  \n",
       "86                                     NaN  \n",
       "87                                     NaN  \n",
       "88                                     NaN  \n",
       "89                                     NaN  \n",
       "90                                     NaN  \n",
       "91                                     NaN  \n",
       "92                                     NaN  \n",
       "93                         [clinic] = '18'  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_spontaneous_follow_up"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "4 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "    <tr>\n",
       "      <th>248</th>\n",
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       "      <td>follow_up_desc_b80b19</td>\n",
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       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>please_exit_form_and_compl_3ba215</td>\n",
       "      <td>[fu_alive_ea0e53] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>desc_findings_b8397b</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>b_spontaneous_follow_up</td>\n",
       "      <td>working_diagnosis_bf3514</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      ],
      "text/plain": [
       "                       Forms                          Variables  \\\n",
       "248  b_spontaneous_follow_up              follow_up_desc_b80b19   \n",
       "252  b_spontaneous_follow_up  please_exit_form_and_compl_3ba215   \n",
       "253  b_spontaneous_follow_up               desc_findings_b8397b   \n",
       "265  b_spontaneous_follow_up           working_diagnosis_bf3514   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "248                                     NaN  \n",
       "252                 [fu_alive_ea0e53] = '0'  \n",
       "253                                     NaN  \n",
       "265                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_spontaneous_follow_upold"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "5 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>228</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>desc_followup_2_6ef850</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>cause_of_death_c330f3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>b_spontaneous_follow_upold</td>\n",
       "      <td>working_diagnosis_230cb6</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Forms                 Variables  \\\n",
       "217  b_spontaneous_follow_upold     follow_up_desc_153583   \n",
       "220  b_spontaneous_follow_upold      desc_findings_4ca149   \n",
       "228  b_spontaneous_follow_upold    desc_followup_2_6ef850   \n",
       "231  b_spontaneous_follow_upold     cause_of_death_c330f3   \n",
       "242  b_spontaneous_follow_upold  working_diagnosis_230cb6   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "217                                     NaN  \n",
       "220                                     NaN  \n",
       "228                                     NaN  \n",
       "231                                     NaN  \n",
       "242                                     NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: c_lung_ultrasound"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "13 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>exit_form</td>\n",
       "      <td>[ultrasound] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lus_nolusreasonyn</td>\n",
       "      <td>[ultrasound] = '0'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lus_nolusreasonyn_2</td>\n",
       "      <td>[lus_nolusreasonyn(3)] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lus_id</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lus_date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lus_visittype</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>patience_postition</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>exam_problem</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>lus_problem_type</td>\n",
       "      <td>[exam_problem] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>other_lus_exam_p</td>\n",
       "      <td>[lus_problem_type(4)] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>effusioin_side</td>\n",
       "      <td>[pleural_effusion] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>r_effusion_size</td>\n",
       "      <td>[effusioin_side] = '1'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>right_effusion_apperance</td>\n",
       "      <td>[effusioin_side] = '1'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Forms                 Variables  \\\n",
       "95   c_lung_ultrasound                 exit_form   \n",
       "96   c_lung_ultrasound         lus_nolusreasonyn   \n",
       "97   c_lung_ultrasound       lus_nolusreasonyn_2   \n",
       "98   c_lung_ultrasound                    lus_id   \n",
       "99   c_lung_ultrasound                  lus_date   \n",
       "100  c_lung_ultrasound             lus_visittype   \n",
       "101  c_lung_ultrasound        patience_postition   \n",
       "102  c_lung_ultrasound              exam_problem   \n",
       "103  c_lung_ultrasound          lus_problem_type   \n",
       "104  c_lung_ultrasound          other_lus_exam_p   \n",
       "120  c_lung_ultrasound            effusioin_side   \n",
       "121  c_lung_ultrasound           r_effusion_size   \n",
       "122  c_lung_ultrasound  right_effusion_apperance   \n",
       "\n",
       "    Branching Logic (Show field only if...)  \n",
       "95                       [ultrasound] = '0'  \n",
       "96                       [ultrasound] = '0'  \n",
       "97             [lus_nolusreasonyn(3)] = '1'  \n",
       "98                                      NaN  \n",
       "99                                      NaN  \n",
       "100                                     NaN  \n",
       "101                                     NaN  \n",
       "102                                     NaN  \n",
       "103                    [exam_problem] = '1'  \n",
       "104             [lus_problem_type(4)] = '1'  \n",
       "120                [pleural_effusion] = '1'  \n",
       "121                  [effusioin_side] = '1'  \n",
       "122                  [effusioin_side] = '1'  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: death_form"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "1 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>death_form</td>\n",
       "      <td>cause_of_death</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          Forms       Variables Branching Logic (Show field only if...)\n",
       "335  death_form  cause_of_death                                     NaN"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: phone_followup_d29"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "0 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [Forms, Variables, Branching Logic (Show field only if...)]\n",
       "Index: []"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display results dynamically\n",
    "for k, v in nonrequired_dict.items():\n",
    "    display(Markdown(f'### Form: {k}'))\n",
    "    display(Markdown(f'{len(v.index)} variables'))\n",
    "    display(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Comparison with a reference REDCap data dictionary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "d1 = redcap.DataDic(in_csv1,\n",
    "                    dtype = \"RCT\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "s2 = d2.compareNumForms(d1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "Increased number of forms: 14 vs. 11"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Markdown(f'{s2}'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "_, identical_df, samename_df, renamed_df, added_df = d2.detectIdenticalVariables(d1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Same forms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "same_forms_df = d2.detectModificationsInSameForms(d1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>N</th>\n",
       "      <th>N0</th>\n",
       "      <th>No changes</th>\n",
       "      <th>Changes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>admitted_in_ward_follow_up</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>8</td>\n",
       "      <td>5 Variables deleted</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>phone_followup_d29</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>Same number of variables</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Forms   N  N0  No changes                   Changes\n",
       "0  admitted_in_ward_follow_up  26  31           8       5 Variables deleted\n",
       "1          phone_followup_d29  13  13          13  Same number of variables"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| tbl-cap: \"Overview of modifications in same forms\"\n",
    "same_forms_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "form_list = same_forms_df[\"Forms\"].unique().tolist()\n",
    "cols = [i for i in q2.columns.tolist() if i not in [\"Forms\", \"index\"]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "identicals = dict()\n",
    "samenames = dict()\n",
    "renamed = dict()\n",
    "for k in form_list:\n",
    "    identicals[k] = identical_df[identical_df[\"Forms\"] == k]\n",
    "    samenames[k] = samename_df[samename_df[\"Forms\"] == k]\n",
    "    renamed[k] = renamed_df[renamed_df[\"Forms\"] == k]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Identical variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "#### Form: admitted_in_ward_follow_up"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "8 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Variables</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>convulsions</td>\n",
       "      <td>radio</td>\n",
       "      <td>Convulsions with this illness</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>desc_findings</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>follow_up_date</td>\n",
       "      <td>text</td>\n",
       "      <td>Date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>follow_up_desc</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>general_status</td>\n",
       "      <td>radio</td>\n",
       "      <td>General Status of Patient</td>\n",
       "      <td>1, Improving | 2, Unchanged | 3, Worsening</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>529</th>\n",
       "      <td>stridor_present</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Stridor present</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>vomiting</td>\n",
       "      <td>radio</td>\n",
       "      <td>Vomiting everything</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>working_diagnosis</td>\n",
       "      <td>text</td>\n",
       "      <td>Working Diagnoses:</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Variables   Field Type  \\\n",
       "101        convulsions        radio   \n",
       "149      desc_findings  descriptive   \n",
       "211     follow_up_date         text   \n",
       "214     follow_up_desc  descriptive   \n",
       "228     general_status        radio   \n",
       "529    stridor_present        yesno   \n",
       "556           vomiting        radio   \n",
       "577  working_diagnosis         text   \n",
       "\n",
       "                                           Field Label  \\\n",
       "101                      Convulsions with this illness   \n",
       "149  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "211                                               Date   \n",
       "214  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "228                         General Status of Patient    \n",
       "529                                  Stridor present     \n",
       "556                                Vomiting everything   \n",
       "577                               Working Diagnoses:     \n",
       "\n",
       "        Choices, Calculations, OR Slider Labels  \n",
       "101                              1, Yes | 0, No  \n",
       "149                                         NaN  \n",
       "211                                         NaN  \n",
       "214                                         NaN  \n",
       "228  1, Improving | 2, Unchanged | 3, Worsening  \n",
       "529                                         NaN  \n",
       "556                              1, Yes | 0, No  \n",
       "577                                         NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "#### Form: phone_followup_d29"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "13 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Variables</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>admission_date_dd3afa</td>\n",
       "      <td>text</td>\n",
       "      <td>When admitted/re-admitted:</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>d8_date_155715</td>\n",
       "      <td>text</td>\n",
       "      <td>Date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>d8_no_reason_c9c481</td>\n",
       "      <td>text</td>\n",
       "      <td>If No: Reason</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>d8_phone_call_bc9be7</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Did the D8 phone call visit F/up take place:</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>death_cause_63ef7e</td>\n",
       "      <td>text</td>\n",
       "      <td>Suspected cause of death:</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>death_date_eca754</td>\n",
       "      <td>text</td>\n",
       "      <td>if death, when:</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>discharged_date_b507cc</td>\n",
       "      <td>text</td>\n",
       "      <td>Discharged Date</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>hospi_related_illness</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Hospitalization related to initial illness?</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>hospitalization_4d4ecb</td>\n",
       "      <td>radio</td>\n",
       "      <td>Hospitalization (Defined as \"Slept overnight i...</td>\n",
       "      <td>1, Not Admitted | 2, Admitted on D1 (on day of...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>hospitalization_place_278cb2</td>\n",
       "      <td>text</td>\n",
       "      <td>Where:</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>if_unchanged</td>\n",
       "      <td>radio</td>\n",
       "      <td>If Unchanged:</td>\n",
       "      <td>1, Initially Cured/Better but then relapsed | ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>if_worsened</td>\n",
       "      <td>radio</td>\n",
       "      <td>If worsened</td>\n",
       "      <td>1, Initially improved but then same illness wo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>patient_outcome_dbca66</td>\n",
       "      <td>radio</td>\n",
       "      <td>Patient Outcome ( (referring to index illness)...</td>\n",
       "      <td>1, Resolved Completely (Cured) | 2, Improved |...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Variables Field Type  \\\n",
       "6           admission_date_dd3afa       text   \n",
       "108                d8_date_155715       text   \n",
       "114           d8_no_reason_c9c481       text   \n",
       "119          d8_phone_call_bc9be7      yesno   \n",
       "131            death_cause_63ef7e       text   \n",
       "134             death_date_eca754       text   \n",
       "160        discharged_date_b507cc       text   \n",
       "240         hospi_related_illness      yesno   \n",
       "249        hospitalization_4d4ecb      radio   \n",
       "254  hospitalization_place_278cb2       text   \n",
       "258                  if_unchanged      radio   \n",
       "259                   if_worsened      radio   \n",
       "395        patient_outcome_dbca66      radio   \n",
       "\n",
       "                                           Field Label  \\\n",
       "6                          When admitted/re-admitted:    \n",
       "108                                               Date   \n",
       "114                                      If No: Reason   \n",
       "119      Did the D8 phone call visit F/up take place:    \n",
       "131                         Suspected cause of death:    \n",
       "134                                    if death, when:   \n",
       "160                                    Discharged Date   \n",
       "240        Hospitalization related to initial illness?   \n",
       "249  Hospitalization (Defined as \"Slept overnight i...   \n",
       "254                                             Where:   \n",
       "258                                      If Unchanged:   \n",
       "259                                        If worsened   \n",
       "395  Patient Outcome ( (referring to index illness)...   \n",
       "\n",
       "               Choices, Calculations, OR Slider Labels  \n",
       "6                                                  NaN  \n",
       "108                                                NaN  \n",
       "114                                                NaN  \n",
       "119                                                NaN  \n",
       "131                                                NaN  \n",
       "134                                                NaN  \n",
       "160                                                NaN  \n",
       "240                                                NaN  \n",
       "249  1, Not Admitted | 2, Admitted on D1 (on day of...  \n",
       "254                                                NaN  \n",
       "258  1, Initially Cured/Better but then relapsed | ...  \n",
       "259  1, Initially improved but then same illness wo...  \n",
       "395  1, Resolved Completely (Cured) | 2, Improved |...  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display results dynamically\n",
    "for k, v in identicals.items():\n",
    "    display(Markdown(f'#### Form: {k}'))\n",
    "    display(Markdown(f'{len(v.index)} variables'))\n",
    "    v = v[[\"Variables\", \"Field Type\", \"Field Label\", \"Choices, Calculations, OR Slider Labels\"]]\n",
    "    display(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Modified variables (name unchanged)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "#### Form: admitted_in_ward_follow_up"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "11 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Text Validation Type OR Show Slider Number</th>\n",
       "      <th>Text Validation Min</th>\n",
       "      <th>Text Validation Max</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "      <th>Matrix Group Name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>day</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Study Day</td>\n",
       "      <td>NaN</td>\n",
       "      <td>integer</td>\n",
       "      <td>1.0</td>\n",
       "      <td>28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>drink_inability</td>\n",
       "      <td>If yes, which ones:</td>\n",
       "      <td>radio</td>\n",
       "      <td>Inability to drink/breastfeed (assessed by pro...</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[who_danger_signs] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>who_imci_danger_sign_matrix</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>high_care_reason</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Reason for hospital transfer:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[level_of_care_change] = '3'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>hospital_name</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Name of hospital to which patient was referred...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[level_of_care_change] = '3'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>lethargy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Lethargy/unconscious (assessed by provider)</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[who_danger_signs] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>who_imci_danger_sign_matrix</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>level_of_care_change</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Was the patient's level of care changed since ...</td>\n",
       "      <td>0, no | 1, admission to high care unit | 2, ad...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>patient_discharged</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Patient discharged home:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>respi_need_support</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Is patient currently receiving respiratory sup...</td>\n",
       "      <td>0, none | 1, HFNC | 2, bubble CPAP | 3, CPAP |...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>respiratory_distress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Severe respiratory distress (please provide ov...</td>\n",
       "      <td>0, no | 1, new since last study encounter | 2,...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>wheeze_present</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>Clinical signs of bronchiolitis/ reactive airw...</td>\n",
       "      <td>0, no | 1, audible wheezing | 2, wheezing (aus...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>who_danger_signs</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Variables       Section Header Field Type  \\\n",
       "56                    day                  NaN       text   \n",
       "80        drink_inability  If yes, which ones:      radio   \n",
       "133      high_care_reason                  NaN       text   \n",
       "137         hospital_name                  NaN       text   \n",
       "157              lethargy                  NaN      radio   \n",
       "160  level_of_care_change                  NaN      radio   \n",
       "210    patient_discharged                  NaN      yesno   \n",
       "264    respi_need_support                  NaN      radio   \n",
       "266  respiratory_distress                  NaN      radio   \n",
       "306        wheeze_present                  NaN   checkbox   \n",
       "309      who_danger_signs                  NaN      yesno   \n",
       "\n",
       "                                           Field Label  \\\n",
       "56                                           Study Day   \n",
       "80   Inability to drink/breastfeed (assessed by pro...   \n",
       "133                     Reason for hospital transfer:    \n",
       "137  Name of hospital to which patient was referred...   \n",
       "157        Lethargy/unconscious (assessed by provider)   \n",
       "160  Was the patient's level of care changed since ...   \n",
       "210                          Patient discharged home:    \n",
       "264  Is patient currently receiving respiratory sup...   \n",
       "266  Severe respiratory distress (please provide ov...   \n",
       "306  Clinical signs of bronchiolitis/ reactive airw...   \n",
       "309  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "\n",
       "               Choices, Calculations, OR Slider Labels  \\\n",
       "56                                                 NaN   \n",
       "80                                      1, Yes | 0, No   \n",
       "133                                                NaN   \n",
       "137                                                NaN   \n",
       "157                                     1, Yes | 0, No   \n",
       "160  0, no | 1, admission to high care unit | 2, ad...   \n",
       "210                                                NaN   \n",
       "264  0, none | 1, HFNC | 2, bubble CPAP | 3, CPAP |...   \n",
       "266  0, no | 1, new since last study encounter | 2,...   \n",
       "306  0, no | 1, audible wheezing | 2, wheezing (aus...   \n",
       "309                                                NaN   \n",
       "\n",
       "    Text Validation Type OR Show Slider Number  Text Validation Min  \\\n",
       "56                                     integer                  1.0   \n",
       "80                                         NaN                  NaN   \n",
       "133                                        NaN                  NaN   \n",
       "137                                        NaN                  NaN   \n",
       "157                                        NaN                  NaN   \n",
       "160                                        NaN                  NaN   \n",
       "210                                        NaN                  NaN   \n",
       "264                                        NaN                  NaN   \n",
       "266                                        NaN                  NaN   \n",
       "306                                        NaN                  NaN   \n",
       "309                                        NaN                  NaN   \n",
       "\n",
       "    Text Validation Max Branching Logic (Show field only if...)  \\\n",
       "56                   28                                     NaN   \n",
       "80                  NaN                [who_danger_signs] = '1'   \n",
       "133                 NaN            [level_of_care_change] = '3'   \n",
       "137                 NaN            [level_of_care_change] = '3'   \n",
       "157                 NaN                [who_danger_signs] = '1'   \n",
       "160                 NaN                                     NaN   \n",
       "210                 NaN                                     NaN   \n",
       "264                 NaN                                     NaN   \n",
       "266                 NaN                                     NaN   \n",
       "306                 NaN                                     NaN   \n",
       "309                 NaN                                     NaN   \n",
       "\n",
       "    Required Field?            Matrix Group Name  \n",
       "56                y                          NaN  \n",
       "80                y  who_imci_danger_sign_matrix  \n",
       "133               y                          NaN  \n",
       "137               y                          NaN  \n",
       "157               y  who_imci_danger_sign_matrix  \n",
       "160               y                          NaN  \n",
       "210               y                          NaN  \n",
       "264               y                          NaN  \n",
       "266               y                          NaN  \n",
       "306               y                          NaN  \n",
       "309               y                          NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "#### Form: phone_followup_d29"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "0 variables"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: []\n",
       "Index: []"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display results dynamically\n",
    "for k, v in samenames.items():\n",
    "    display(Markdown(f'#### Form: {k}'))\n",
    "    display(Markdown(f'{len(v.index)} variables'))\n",
    "    v = v[cols].dropna(axis=1, how=\"all\")\n",
    "    display(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Renamed variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Display results dynamically\n",
    "cols1 = cols.append(\"Variables0\")\n",
    "cols1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Renamed forms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "renamed_forms_df = d2.detectModificationsInRenamedForms(d1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>N</th>\n",
       "      <th>Forms0</th>\n",
       "      <th>N0</th>\n",
       "      <th>No changes</th>\n",
       "      <th>Changes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>4</td>\n",
       "      <td>enrollment</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>20</td>\n",
       "      <td>phone_followup_d8</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>Same number of variables</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>19</td>\n",
       "      <td>screening_registration</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>5 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>b2_screening_antibiotic_use</td>\n",
       "      <td>3</td>\n",
       "      <td>screening_antibiotic_use</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>53</td>\n",
       "      <td>screening_vitalsigns</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>5 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>34</td>\n",
       "      <td>day_8_inperson_followup</td>\n",
       "      <td>30</td>\n",
       "      <td>0</td>\n",
       "      <td>4 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>15</td>\n",
       "      <td>patient_information</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>Same number of variables</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>31</td>\n",
       "      <td>lung_ultrasound</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>4 Variables added</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         Forms   N                    Forms0  N0  No changes  \\\n",
       "0                 a_enrollment   4                enrollment   3           0   \n",
       "1          a_phone_followup_d8  20         phone_followup_d8  20           0   \n",
       "2    b1_screening_registration  19    screening_registration  14           0   \n",
       "3  b2_screening_antibiotic_use   3  screening_antibiotic_use   2           0   \n",
       "4      b3_screening_vitalsigns  53      screening_vitalsigns  48           0   \n",
       "5    b_day_8_inperson_followup  34   day_8_inperson_followup  30           0   \n",
       "6        b_patient_information  15       patient_information  15           0   \n",
       "7            c_lung_ultrasound  31           lung_ultrasound  27           0   \n",
       "\n",
       "                    Changes  \n",
       "0         1 Variables added  \n",
       "1  Same number of variables  \n",
       "2         5 Variables added  \n",
       "3         1 Variables added  \n",
       "4         5 Variables added  \n",
       "5         4 Variables added  \n",
       "6  Same number of variables  \n",
       "7         4 Variables added  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| tbl-cap: \"Overview of modifications in renamed forms\"\n",
    "renamed_forms_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "### Form: a_enrollment"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Field Note</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>75</td>\n",
       "      <td>consent_rct</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;div class=...</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Did the caregiver sign the informed consent fo...</td>\n",
       "      <td>if No - [END FORM]</td>\n",
       "      <td>[eligibility_rct] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>76</td>\n",
       "      <td>consent_observational</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Did the caregiver sign the informed consent fo...</td>\n",
       "      <td>if No - [END FORM]</td>\n",
       "      <td>[eligibility_observational] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>77</td>\n",
       "      <td>consent_biobanking</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Did the caregiver sign the informed consent fo...</td>\n",
       "      <td>if No - [END FORM]</td>\n",
       "      <td>[eligibility_general] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>78</td>\n",
       "      <td>please_randomize_patient</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[consent_rct] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    index                 Variables  \\\n",
       "75     75               consent_rct   \n",
       "76     76     consent_observational   \n",
       "77     77        consent_biobanking   \n",
       "78     78  please_randomize_patient   \n",
       "\n",
       "                                       Section Header   Field Type  \\\n",
       "75  <div class=\"rich-text-field-label\"><div class=...        yesno   \n",
       "76                                                NaN        yesno   \n",
       "77                                                NaN        yesno   \n",
       "78                                                NaN  descriptive   \n",
       "\n",
       "                                          Field Label          Field Note  \\\n",
       "75  Did the caregiver sign the informed consent fo...  if No - [END FORM]   \n",
       "76  Did the caregiver sign the informed consent fo...  if No - [END FORM]   \n",
       "77  Did the caregiver sign the informed consent fo...  if No - [END FORM]   \n",
       "78  <div class=\"rich-text-field-label\"><p><span st...                 NaN   \n",
       "\n",
       "   Branching Logic (Show field only if...) Required Field?  \n",
       "75                 [eligibility_rct] = '1'               y  \n",
       "76       [eligibility_observational] = '1'               y  \n",
       "77             [eligibility_general] = '1'               y  \n",
       "78                     [consent_rct] = '1'             NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: a_phone_followup_d8"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Text Validation Type OR Show Slider Number</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>266</td>\n",
       "      <td>d8_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>267</td>\n",
       "      <td>d8_phone_call</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Did the D8 phone call visit F/up take place:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>268</td>\n",
       "      <td>d8_no_reason</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>If No: Reason</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[d8_phone_call] = '0'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>269</td>\n",
       "      <td>patient_outcome</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Patient Outcome:</td>\n",
       "      <td>1, Resolved Completely (Cured) | 2, Improved |...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>270</td>\n",
       "      <td>death_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>if so, when</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[patient_outcome] = '5'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>271</td>\n",
       "      <td>death_cause</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Suspected cause:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[patient_outcome] = '5'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>272</td>\n",
       "      <td>attened_clinic</td>\n",
       "      <td>Further health seeking</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Attended a clinic/GP/OPD/ER</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>273</td>\n",
       "      <td>date_attended_clinic</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Date attended a clinic/GP/OPD/ER</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attened_clinic] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>274</td>\n",
       "      <td>medication_prescribed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>notes</td>\n",
       "      <td>Clinic/OPD/ER Medication / treatment prescribed:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attened_clinic] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>275</td>\n",
       "      <td>gp_antibiotic</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>What: Antibiotic</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attened_clinic] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>276</td>\n",
       "      <td>attended_trad_healer</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Attended a traditional healer</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>277</td>\n",
       "      <td>trad_healer_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>when:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attended_trad_healer] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>278</td>\n",
       "      <td>trad_healer_medication</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Medication / treatment prescribed:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attended_trad_healer] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>279</td>\n",
       "      <td>bought_over_counter</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Bought over the counter medication / pharmacy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>280</td>\n",
       "      <td>pharamcy_purchase_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>when:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[bought_over_counter] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>281</td>\n",
       "      <td>over_counter_meds</td>\n",
       "      <td>NaN</td>\n",
       "      <td>notes</td>\n",
       "      <td>What:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[bought_over_counter] = '1'</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>282</td>\n",
       "      <td>hospitalization</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Hospitalization (Defined as \"Slept overnight i...</td>\n",
       "      <td>1, Not Admitted | 2, Admitted on D1 (on day of...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>283</td>\n",
       "      <td>hospitalization_place</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Where:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[hospitalization] = '2' or [hospitalization] =...</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>284</td>\n",
       "      <td>admission_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>When admitted/re-admitted:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[hospitalization] = '2' or [hospitalization] =...</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>285</td>\n",
       "      <td>discharged_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Discharged Date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[hospitalization] = '2' or [hospitalization] =...</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     index               Variables          Section Header Field Type  \\\n",
       "266    266                 d8_date                     NaN       text   \n",
       "267    267           d8_phone_call                     NaN      yesno   \n",
       "268    268            d8_no_reason                     NaN       text   \n",
       "269    269         patient_outcome                     NaN      radio   \n",
       "270    270              death_date                     NaN       text   \n",
       "271    271             death_cause                     NaN       text   \n",
       "272    272          attened_clinic  Further health seeking      yesno   \n",
       "273    273    date_attended_clinic                     NaN      yesno   \n",
       "274    274   medication_prescribed                     NaN      notes   \n",
       "275    275           gp_antibiotic                     NaN       text   \n",
       "276    276    attended_trad_healer                     NaN      yesno   \n",
       "277    277        trad_healer_date                     NaN      yesno   \n",
       "278    278  trad_healer_medication                     NaN      yesno   \n",
       "279    279     bought_over_counter                     NaN      yesno   \n",
       "280    280  pharamcy_purchase_date                     NaN       text   \n",
       "281    281       over_counter_meds                     NaN      notes   \n",
       "282    282         hospitalization                     NaN      radio   \n",
       "283    283   hospitalization_place                     NaN       text   \n",
       "284    284          admission_date                     NaN       text   \n",
       "285    285         discharged_date                     NaN       text   \n",
       "\n",
       "                                           Field Label  \\\n",
       "266                                               Date   \n",
       "267      Did the D8 phone call visit F/up take place:    \n",
       "268                                      If No: Reason   \n",
       "269                                   Patient Outcome:   \n",
       "270                                        if so, when   \n",
       "271                                  Suspected cause:    \n",
       "272                        Attended a clinic/GP/OPD/ER   \n",
       "273                   Date attended a clinic/GP/OPD/ER   \n",
       "274   Clinic/OPD/ER Medication / treatment prescribed:   \n",
       "275                                  What: Antibiotic    \n",
       "276                      Attended a traditional healer   \n",
       "277                                             when:    \n",
       "278                Medication / treatment prescribed:    \n",
       "279      Bought over the counter medication / pharmacy   \n",
       "280                                             when:    \n",
       "281                                              What:   \n",
       "282  Hospitalization (Defined as \"Slept overnight i...   \n",
       "283                                             Where:   \n",
       "284                        When admitted/re-admitted:    \n",
       "285                                    Discharged Date   \n",
       "\n",
       "               Choices, Calculations, OR Slider Labels  \\\n",
       "266                                                NaN   \n",
       "267                                                NaN   \n",
       "268                                                NaN   \n",
       "269  1, Resolved Completely (Cured) | 2, Improved |...   \n",
       "270                                                NaN   \n",
       "271                                                NaN   \n",
       "272                                                NaN   \n",
       "273                                                NaN   \n",
       "274                                                NaN   \n",
       "275                                                NaN   \n",
       "276                                                NaN   \n",
       "277                                                NaN   \n",
       "278                                                NaN   \n",
       "279                                                NaN   \n",
       "280                                                NaN   \n",
       "281                                                NaN   \n",
       "282  1, Not Admitted | 2, Admitted on D1 (on day of...   \n",
       "283                                                NaN   \n",
       "284                                                NaN   \n",
       "285                                                NaN   \n",
       "\n",
       "    Text Validation Type OR Show Slider Number  \\\n",
       "266                                   date_dmy   \n",
       "267                                        NaN   \n",
       "268                                        NaN   \n",
       "269                                        NaN   \n",
       "270                                   date_dmy   \n",
       "271                                        NaN   \n",
       "272                                        NaN   \n",
       "273                                        NaN   \n",
       "274                                        NaN   \n",
       "275                                        NaN   \n",
       "276                                        NaN   \n",
       "277                                        NaN   \n",
       "278                                        NaN   \n",
       "279                                        NaN   \n",
       "280                                   date_dmy   \n",
       "281                                        NaN   \n",
       "282                                        NaN   \n",
       "283                                        NaN   \n",
       "284                                   date_dmy   \n",
       "285                                   date_dmy   \n",
       "\n",
       "               Branching Logic (Show field only if...) Required Field?  \n",
       "266                                                NaN               y  \n",
       "267                                                NaN               y  \n",
       "268                              [d8_phone_call] = '0'               y  \n",
       "269                                                NaN               y  \n",
       "270                            [patient_outcome] = '5'               y  \n",
       "271                            [patient_outcome] = '5'               y  \n",
       "272                                                NaN               y  \n",
       "273                             [attened_clinic] = '1'               y  \n",
       "274                             [attened_clinic] = '1'               y  \n",
       "275                             [attened_clinic] = '1'               y  \n",
       "276                                                NaN               y  \n",
       "277                       [attended_trad_healer] = '1'               y  \n",
       "278                       [attended_trad_healer] = '1'               y  \n",
       "279                                                NaN               y  \n",
       "280                        [bought_over_counter] = '1'               y  \n",
       "281                        [bought_over_counter] = '1'               y  \n",
       "282                                                NaN               y  \n",
       "283  [hospitalization] = '2' or [hospitalization] =...               y  \n",
       "284  [hospitalization] = '2' or [hospitalization] =...               y  \n",
       "285  [hospitalization] = '2' or [hospitalization] =...               y  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b1_screening_registration"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Field Note</th>\n",
       "      <th>Text Validation Type OR Show Slider Number</th>\n",
       "      <th>Text Validation Max</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "      <th>Custom Alignment</th>\n",
       "      <th>Matrix Group Name</th>\n",
       "      <th>Field Annotation</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>record_id</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Screening /Study ID</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>screening_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Screening date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>@NOW @HIDDEN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>q2_prev_enrolled</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Was the child previously enrolled in this stud...</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>q2_b_enrollment_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Is date of enrolment known ?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q2_prev_enrolled] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>q2_a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Date of enrolment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q2_b_enrollment_date] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>q2i_unknown_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>If unknown, was enrolment &gt;28days ago</td>\n",
       "      <td>1, Yes | 0, No | 98, Unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q2_b_enrollment_date] = '0'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>scr_prevenrollment28d</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Enrolment into IMCI-PLUS study in the  past 28...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>please_exit_screening_and</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[scr_prevenrollment28d]=1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>child_dob</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Child DoB</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_ymd</td>\n",
       "      <td>now</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>unknown_dob</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Are you sure  the date of birth is unknown?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[child_dob]=''</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>years</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Estimated age: Years</td>\n",
       "      <td>NaN</td>\n",
       "      <td>years</td>\n",
       "      <td>integer</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[unknown_dob]=1</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>estimated_age_in_months</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Estimated age: Months</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Months</td>\n",
       "      <td>integer</td>\n",
       "      <td>100</td>\n",
       "      <td>[unknown_dob]=1</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>age_in_days</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Age In days</td>\n",
       "      <td>rounddown((datediff([child_dob],[screening_dat...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>@HIDDEN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>age_in_years</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Age In Years</td>\n",
       "      <td>rounddown((datediff([child_dob],[screening_dat...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>age_in_months</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Age In Months</td>\n",
       "      <td>datediff([child_dob],[screening_date],\"M\")</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>@HIDDEN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>q1_cough</td>\n",
       "      <td>Is your child's chief complaint cough and/or d...</td>\n",
       "      <td>radio</td>\n",
       "      <td>Cough</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>q1_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>q1_breathing</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Difficulty Breathing</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>q1_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>q3_clinic_visit</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Is this the first time your child is coming to...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Same day referrals from visits at a lower heal...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>medication_48hrs_yn</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Has your child used an medications in the 48hr...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    index                  Variables  \\\n",
       "0       0                  record_id   \n",
       "1       1             screening_date   \n",
       "2       2           q2_prev_enrolled   \n",
       "3       3       q2_b_enrollment_date   \n",
       "4       4                       q2_a   \n",
       "5       5           q2i_unknown_date   \n",
       "6       6      scr_prevenrollment28d   \n",
       "7       7  please_exit_screening_and   \n",
       "8       8                  child_dob   \n",
       "9       9                unknown_dob   \n",
       "10     10                      years   \n",
       "11     11    estimated_age_in_months   \n",
       "12     12                age_in_days   \n",
       "13     13               age_in_years   \n",
       "14     14              age_in_months   \n",
       "15     15                   q1_cough   \n",
       "16     16               q1_breathing   \n",
       "17     17            q3_clinic_visit   \n",
       "18     18        medication_48hrs_yn   \n",
       "\n",
       "                                       Section Header   Field Type  \\\n",
       "0                                                 NaN         text   \n",
       "1                                                 NaN         text   \n",
       "2                                                 NaN        radio   \n",
       "3                                                 NaN        yesno   \n",
       "4                                                 NaN         text   \n",
       "5                                                 NaN        radio   \n",
       "6                                                 NaN         calc   \n",
       "7                                                 NaN  descriptive   \n",
       "8                                                 NaN         text   \n",
       "9                                                 NaN        yesno   \n",
       "10                                                NaN         text   \n",
       "11                                                NaN         text   \n",
       "12                                                NaN         calc   \n",
       "13                                                NaN         calc   \n",
       "14                                                NaN         calc   \n",
       "15  Is your child's chief complaint cough and/or d...        radio   \n",
       "16                                                NaN        radio   \n",
       "17                                                NaN        yesno   \n",
       "18                                                NaN        yesno   \n",
       "\n",
       "                                          Field Label  \\\n",
       "0                                 Screening /Study ID   \n",
       "1                                      Screening date   \n",
       "2   Was the child previously enrolled in this stud...   \n",
       "3                        Is date of enrolment known ?   \n",
       "4                                   Date of enrolment   \n",
       "5              If unknown, was enrolment >28days ago    \n",
       "6   Enrolment into IMCI-PLUS study in the  past 28...   \n",
       "7   <div class=\"rich-text-field-label\"><p><span st...   \n",
       "8                                           Child DoB   \n",
       "9         Are you sure  the date of birth is unknown?   \n",
       "10                               Estimated age: Years   \n",
       "11                              Estimated age: Months   \n",
       "12                                        Age In days   \n",
       "13                                       Age In Years   \n",
       "14                                      Age In Months   \n",
       "15                                              Cough   \n",
       "16                               Difficulty Breathing   \n",
       "17  Is this the first time your child is coming to...   \n",
       "18  Has your child used an medications in the 48hr...   \n",
       "\n",
       "              Choices, Calculations, OR Slider Labels  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                      1, Yes | 0, No   \n",
       "3                                                 NaN   \n",
       "4                                                 NaN   \n",
       "5                        1, Yes | 0, No | 98, Unknown   \n",
       "6                                                 NaN   \n",
       "7                                                 NaN   \n",
       "8                                                 NaN   \n",
       "9                                                 NaN   \n",
       "10                                                NaN   \n",
       "11                                                NaN   \n",
       "12  rounddown((datediff([child_dob],[screening_dat...   \n",
       "13  rounddown((datediff([child_dob],[screening_dat...   \n",
       "14         datediff([child_dob],[screening_date],\"M\")   \n",
       "15                                     1, Yes | 0, No   \n",
       "16                                     1, Yes | 0, No   \n",
       "17                                                NaN   \n",
       "18                                                NaN   \n",
       "\n",
       "                                           Field Note  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                                 NaN   \n",
       "3                                                 NaN   \n",
       "4                                                 NaN   \n",
       "5                                                 NaN   \n",
       "6                                                 NaN   \n",
       "7                                                 NaN   \n",
       "8                                                 NaN   \n",
       "9                                                 NaN   \n",
       "10                                              years   \n",
       "11                                             Months   \n",
       "12                                                NaN   \n",
       "13                                                NaN   \n",
       "14                                                NaN   \n",
       "15                                                NaN   \n",
       "16                                                NaN   \n",
       "17  Same day referrals from visits at a lower heal...   \n",
       "18                                                NaN   \n",
       "\n",
       "   Text Validation Type OR Show Slider Number Text Validation Max  \\\n",
       "0                                         NaN                 NaN   \n",
       "1                                         NaN                 NaN   \n",
       "2                                         NaN                 NaN   \n",
       "3                                         NaN                 NaN   \n",
       "4                                    date_dmy                 NaN   \n",
       "5                                         NaN                 NaN   \n",
       "6                                         NaN                 NaN   \n",
       "7                                         NaN                 NaN   \n",
       "8                                    date_ymd                 now   \n",
       "9                                         NaN                 NaN   \n",
       "10                                    integer                 NaN   \n",
       "11                                    integer                 100   \n",
       "12                                        NaN                 NaN   \n",
       "13                                        NaN                 NaN   \n",
       "14                                        NaN                 NaN   \n",
       "15                                        NaN                 NaN   \n",
       "16                                        NaN                 NaN   \n",
       "17                                        NaN                 NaN   \n",
       "18                                        NaN                 NaN   \n",
       "\n",
       "   Branching Logic (Show field only if...) Required Field? Custom Alignment  \\\n",
       "0                                      NaN             NaN              NaN   \n",
       "1                                      NaN             NaN              NaN   \n",
       "2                                      NaN               y               RH   \n",
       "3                 [q2_prev_enrolled] = '1'               y               RH   \n",
       "4             [q2_b_enrollment_date] = '1'               y               RH   \n",
       "5             [q2_b_enrollment_date] = '0'               y               RH   \n",
       "6                                      NaN             NaN              NaN   \n",
       "7                [scr_prevenrollment28d]=1             NaN              NaN   \n",
       "8                                      NaN             NaN              NaN   \n",
       "9                           [child_dob]=''               y              NaN   \n",
       "10                         [unknown_dob]=1               y              NaN   \n",
       "11                         [unknown_dob]=1               y              NaN   \n",
       "12                                     NaN             NaN              NaN   \n",
       "13                                     NaN             NaN              NaN   \n",
       "14                                     NaN             NaN              NaN   \n",
       "15                                     NaN               y              NaN   \n",
       "16                                     NaN               y              NaN   \n",
       "17                                     NaN               y               RH   \n",
       "18                                     NaN             NaN              NaN   \n",
       "\n",
       "   Matrix Group Name Field Annotation  \n",
       "0                NaN              NaN  \n",
       "1                NaN     @NOW @HIDDEN  \n",
       "2                NaN              NaN  \n",
       "3                NaN              NaN  \n",
       "4                NaN              NaN  \n",
       "5                NaN              NaN  \n",
       "6                NaN              NaN  \n",
       "7                NaN              NaN  \n",
       "8                NaN              NaN  \n",
       "9                NaN              NaN  \n",
       "10               NaN              NaN  \n",
       "11               NaN              NaN  \n",
       "12               NaN          @HIDDEN  \n",
       "13               NaN              NaN  \n",
       "14               NaN          @HIDDEN  \n",
       "15         q1_matrix              NaN  \n",
       "16         q1_matrix              NaN  \n",
       "17               NaN              NaN  \n",
       "18               NaN              NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b2_screening_antibiotic_use"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>q4_meds</td>\n",
       "      <td>text</td>\n",
       "      <td>What medications has the child received in the...</td>\n",
       "      <td>BIOPORTAL:RXNORM</td>\n",
       "      <td>[medication_48hrs_yn]=1</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>scr_atb</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Is this medication an antibiotic?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>q4_meds_duration</td>\n",
       "      <td>radio</td>\n",
       "      <td>Duration of Use</td>\n",
       "      <td>1, Less than 48 hours | 2, More than  48 hours</td>\n",
       "      <td>[medication_48hrs_yn]=1</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    index         Variables Field Type  \\\n",
       "19     19           q4_meds       text   \n",
       "20     20           scr_atb      yesno   \n",
       "21     21  q4_meds_duration      radio   \n",
       "\n",
       "                                          Field Label  \\\n",
       "19  What medications has the child received in the...   \n",
       "20                  Is this medication an antibiotic?   \n",
       "21                                    Duration of Use   \n",
       "\n",
       "           Choices, Calculations, OR Slider Labels  \\\n",
       "19                                BIOPORTAL:RXNORM   \n",
       "20                                             NaN   \n",
       "21  1, Less than 48 hours | 2, More than  48 hours   \n",
       "\n",
       "   Branching Logic (Show field only if...) Required Field?  \n",
       "19                 [medication_48hrs_yn]=1               y  \n",
       "20                                     NaN             NaN  \n",
       "21                 [medication_48hrs_yn]=1               y  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b3_screening_vitalsigns"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Field Note</th>\n",
       "      <th>Text Validation Type OR Show Slider Number</th>\n",
       "      <th>Text Validation Min</th>\n",
       "      <th>Text Validation Max</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "      <th>Custom Alignment</th>\n",
       "      <th>Matrix Group Name</th>\n",
       "      <th>Field Annotation</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>q5_imci_danger_sings</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>WHO IMCI danger signs</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>q5_imci_sign_desc</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q5_imci_danger_sings]=1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>q5_a_drinking_inability</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Inability to drink/breastfeed (assessed by stu...</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q5_imci_danger_sings]=1</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>q5_danger_signs_matrix</td>\n",
       "      <td>If yes, ask study clinician to check/confirm</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>q5_vommiting</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Vomiting everything</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>q5_danger_signs_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>q5_convulsions</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Convulsions with this illness</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>q5_danger_signs_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>q5_lethargy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Lethargy/unconscious (assessed by study clinic...</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>q5_danger_signs_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>q6_chronic_disease</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Does your child have any known chronic disease...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(like HIV, active TB, heart problems, kidney p...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>q6_chronic_type</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>If yes, which chronic disease</td>\n",
       "      <td>1, HIV | 2, Active TB | 3, Heart problem | 4, ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q6_chronic_disease] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>q7_other_chronic</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Other chronic disease</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q6_chronic_type] = '99'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>q7_hiv_status</td>\n",
       "      <td>NaN</td>\n",
       "      <td>dropdown</td>\n",
       "      <td>What is your child's HIV status:</td>\n",
       "      <td>1, Positive | 2, Negative | 3, Unknown | 98, R...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>q7_arv_treatment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>If Positive, Is your child on Antiretroviral t...</td>\n",
       "      <td>1, Yes | 0, N0 | 99, Unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q7_hiv_status] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>q7_recent_vl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>VL in the last year available?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q7_arv_treatment] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>q7_recent_vl_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>VL Date:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>now</td>\n",
       "      <td>[q7_recent_vl] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>q7_vl_value</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>VL Value:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>cp/ml</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q7_recent_vl] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>q8_recent_cd4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>CD4 count in the last year available?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q7_hiv_status] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>q8_cd4_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>CD4  Date:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>now</td>\n",
       "      <td>[q8_recent_cd4] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>q8_cd4_value</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>CD4 Value</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q8_recent_cd4] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>q9_controlled_treatment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>HIV: child controlled on treatment (as per nat...</td>\n",
       "      <td>1, Yes | 0, No | 98, Unknown</td>\n",
       "      <td>Displayed for children &gt;12months only</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[age_in_days]&gt;=365 and [q7_hiv_status] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>desc_2</td>\n",
       "      <td>Vital Signs and Measurements</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>41</td>\n",
       "      <td>temp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Temperature (°C  ):</td>\n",
       "      <td>NaN</td>\n",
       "      <td>°C</td>\n",
       "      <td>number_1dp</td>\n",
       "      <td>35.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42</td>\n",
       "      <td>q11_weight</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Weight (Kg):</td>\n",
       "      <td>NaN</td>\n",
       "      <td>kg</td>\n",
       "      <td>number_1dp</td>\n",
       "      <td>2.5</td>\n",
       "      <td>70.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>43</td>\n",
       "      <td>q12_height</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Height/Length (cm):</td>\n",
       "      <td>NaN</td>\n",
       "      <td>cm</td>\n",
       "      <td>integer</td>\n",
       "      <td>50.0</td>\n",
       "      <td>180</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>44</td>\n",
       "      <td>muac</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>MUAC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>cm</td>\n",
       "      <td>number_1dp</td>\n",
       "      <td>8.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>45</td>\n",
       "      <td>vs_sam</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>46</td>\n",
       "      <td>desc_3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>RESPIRATORY ASSESSMENT:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>47</td>\n",
       "      <td>q13_respiratory_rate</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Respiratory Rate (bpm):</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bpm</td>\n",
       "      <td>number</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>48</td>\n",
       "      <td>vs_spo2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Oxygen Saturation (Room Air):</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>number_2dp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>49</td>\n",
       "      <td>missing_spo2_why</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>Why was the oxygen saturation not measured?</td>\n",
       "      <td>1, equipment failure | 2, uncooperative child ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[q14_oxygen]=''</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>50</td>\n",
       "      <td>q15_audible_whz</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>51</td>\n",
       "      <td>q16_chest_indrawing</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>1, yes, mild to moderate | 2, yes, severe | 0, no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>52</td>\n",
       "      <td>vs_respdistress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>1, None | 2, Nasal flaring | 3, Grunting | 4, ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>@NONEOFTHEABOVE=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>53</td>\n",
       "      <td>incl_calc_aged_12yrs</td>\n",
       "      <td>Inclusion criteria</td>\n",
       "      <td>calc</td>\n",
       "      <td>Aged between 60 days and 12 years</td>\n",
       "      <td>if([age_in_days] &gt;60 and [age_in_years]&lt; 12 , ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>54</td>\n",
       "      <td>incl_coughdiffb</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>History of Cough / Difficulty Breathing</td>\n",
       "      <td>if([q1_cough]=1 or [q1_breathing]=1,1,0)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>55</td>\n",
       "      <td>incl_fast_breath</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Fast breathing:  &gt; 50/minute (2-12 months) &gt; 4...</td>\n",
       "      <td>if(([age_in_months] &gt;=2 and [age_in_months] &lt;=...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>56</td>\n",
       "      <td>excl_repeat_visit</td>\n",
       "      <td>Exclusion criteria</td>\n",
       "      <td>calc</td>\n",
       "      <td>Presenting for repeat visit/follow-up of a tre...</td>\n",
       "      <td>if([q3_clinic_visit]=0,1,0)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>57</td>\n",
       "      <td>excl_enrolled_28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>if([scr_prevenrollment28d]=1,1,0)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>58</td>\n",
       "      <td>excl_antibiotic_treatment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>if([scr_atb][1]&lt;&gt;'' and [q4_meds_duration][1]=...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>59</td>\n",
       "      <td>excl_danger_signs</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>WHO IMCI danger signs (inability to drink/brea...</td>\n",
       "      <td>if([q5_imci_danger_sings]=1,1,0)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>60</td>\n",
       "      <td>excl_jaundice</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Presence of Jaundice</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>61</td>\n",
       "      <td>excl_hypoxaemia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>if([vs_spo2]&lt; 88,1,0)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>62</td>\n",
       "      <td>ventilatory_suppor</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Requiring non-invasive ventilatory support (i....</td>\n",
       "      <td>1, Yes | 2, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>63</td>\n",
       "      <td>severe_acute_malnutrition</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Severe acute malnutrition requiring antibiotic...</td>\n",
       "      <td>if([vs_sam]=1,1,0)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>64</td>\n",
       "      <td>underlying_diseases</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Underlying disease associated with increased r...</td>\n",
       "      <td>1, Yes | 2, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>65</td>\n",
       "      <td>caregiver_unavailable</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Caregiver unavailable at the time of enrolment...</td>\n",
       "      <td>1, Yes | 2, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>66</td>\n",
       "      <td>excl_mildhypoxemia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Mild hypoxemia and signs of respiratory distre...</td>\n",
       "      <td>if([vs_spo2]&gt;=88 and [vs_spo2]&lt;90 and [vs_resp...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>67</td>\n",
       "      <td>excl_less_than_12_month</td>\n",
       "      <td>HIV positive participant that is either:</td>\n",
       "      <td>radio</td>\n",
       "      <td>Less than 12 months old</td>\n",
       "      <td>1, Yes | 0, No | 98, Not available at this time</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>hiv_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>68</td>\n",
       "      <td>excl_requiring_admission</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Requiring admission for this illness</td>\n",
       "      <td>1, Yes | 0, No | 98, Not available at this time</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>hiv_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>69</td>\n",
       "      <td>excl_known_to_be_uncontrolled</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Known to be uncontrolled on treatment (with a ...</td>\n",
       "      <td>1, Yes | 0, No | 98, Not available at this time</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>hiv_matrix</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>70</td>\n",
       "      <td>eligibility_general</td>\n",
       "      <td>ELIGIBILITY</td>\n",
       "      <td>calc</td>\n",
       "      <td>Eligibility RCT and observational cohort</td>\n",
       "      <td>if([incl_calc_aged_12yrs]=1 and [incl_coughdif...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>71</td>\n",
       "      <td>eligibility_rct</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Eligibility RCT</td>\n",
       "      <td>if([eligibility_general]=1 and [excl_repeat_vi...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>72</td>\n",
       "      <td>eligibility_observational</td>\n",
       "      <td>NaN</td>\n",
       "      <td>calc</td>\n",
       "      <td>Eligibility observational cohort</td>\n",
       "      <td>if([eligibility_general]=1 and [eligibility_rc...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>RH</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>73</td>\n",
       "      <td>desc_4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;em&gt;Pati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[eligibility_rct]=1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>74</td>\n",
       "      <td>desc_5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;em&gt;Pati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[eligibility_observational]=1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    index                      Variables  \\\n",
       "22     22           q5_imci_danger_sings   \n",
       "23     23              q5_imci_sign_desc   \n",
       "24     24        q5_a_drinking_inability   \n",
       "25     25                   q5_vommiting   \n",
       "26     26                 q5_convulsions   \n",
       "27     27                    q5_lethargy   \n",
       "28     28             q6_chronic_disease   \n",
       "29     29                q6_chronic_type   \n",
       "30     30               q7_other_chronic   \n",
       "31     31                  q7_hiv_status   \n",
       "32     32               q7_arv_treatment   \n",
       "33     33                   q7_recent_vl   \n",
       "34     34              q7_recent_vl_date   \n",
       "35     35                    q7_vl_value   \n",
       "36     36                  q8_recent_cd4   \n",
       "37     37                    q8_cd4_date   \n",
       "38     38                   q8_cd4_value   \n",
       "39     39        q9_controlled_treatment   \n",
       "40     40                         desc_2   \n",
       "41     41                           temp   \n",
       "42     42                     q11_weight   \n",
       "43     43                     q12_height   \n",
       "44     44                           muac   \n",
       "45     45                         vs_sam   \n",
       "46     46                         desc_3   \n",
       "47     47           q13_respiratory_rate   \n",
       "48     48                        vs_spo2   \n",
       "49     49               missing_spo2_why   \n",
       "50     50                q15_audible_whz   \n",
       "51     51            q16_chest_indrawing   \n",
       "52     52                vs_respdistress   \n",
       "53     53           incl_calc_aged_12yrs   \n",
       "54     54                incl_coughdiffb   \n",
       "55     55               incl_fast_breath   \n",
       "56     56              excl_repeat_visit   \n",
       "57     57               excl_enrolled_28   \n",
       "58     58      excl_antibiotic_treatment   \n",
       "59     59              excl_danger_signs   \n",
       "60     60                  excl_jaundice   \n",
       "61     61                excl_hypoxaemia   \n",
       "62     62             ventilatory_suppor   \n",
       "63     63      severe_acute_malnutrition   \n",
       "64     64            underlying_diseases   \n",
       "65     65          caregiver_unavailable   \n",
       "66     66             excl_mildhypoxemia   \n",
       "67     67        excl_less_than_12_month   \n",
       "68     68       excl_requiring_admission   \n",
       "69     69  excl_known_to_be_uncontrolled   \n",
       "70     70            eligibility_general   \n",
       "71     71                eligibility_rct   \n",
       "72     72      eligibility_observational   \n",
       "73     73                         desc_4   \n",
       "74     74                         desc_5   \n",
       "\n",
       "                              Section Header   Field Type  \\\n",
       "22                                       NaN        yesno   \n",
       "23                                       NaN  descriptive   \n",
       "24                                       NaN        radio   \n",
       "25                                       NaN        radio   \n",
       "26                                       NaN        radio   \n",
       "27                                       NaN        radio   \n",
       "28                                       NaN        yesno   \n",
       "29                                       NaN     checkbox   \n",
       "30                                       NaN         text   \n",
       "31                                       NaN     dropdown   \n",
       "32                                       NaN        radio   \n",
       "33                                       NaN        yesno   \n",
       "34                                       NaN         text   \n",
       "35                                       NaN         text   \n",
       "36                                       NaN        yesno   \n",
       "37                                       NaN         text   \n",
       "38                                       NaN         text   \n",
       "39                                       NaN        radio   \n",
       "40              Vital Signs and Measurements  descriptive   \n",
       "41                                       NaN         text   \n",
       "42                                       NaN         text   \n",
       "43                                       NaN         text   \n",
       "44                                       NaN         text   \n",
       "45                                       NaN        yesno   \n",
       "46                                       NaN  descriptive   \n",
       "47                                       NaN         text   \n",
       "48                                       NaN         text   \n",
       "49                                       NaN     checkbox   \n",
       "50                                       NaN        yesno   \n",
       "51                                       NaN        radio   \n",
       "52                                       NaN     checkbox   \n",
       "53                        Inclusion criteria         calc   \n",
       "54                                       NaN         calc   \n",
       "55                                       NaN         calc   \n",
       "56                        Exclusion criteria         calc   \n",
       "57                                       NaN         calc   \n",
       "58                                       NaN         calc   \n",
       "59                                       NaN         calc   \n",
       "60                                       NaN        radio   \n",
       "61                                       NaN         calc   \n",
       "62                                       NaN        radio   \n",
       "63                                       NaN         calc   \n",
       "64                                       NaN        radio   \n",
       "65                                       NaN        radio   \n",
       "66                                       NaN         calc   \n",
       "67  HIV positive participant that is either:        radio   \n",
       "68                                       NaN        radio   \n",
       "69                                       NaN        radio   \n",
       "70                               ELIGIBILITY         calc   \n",
       "71                                       NaN         calc   \n",
       "72                                       NaN         calc   \n",
       "73                                       NaN  descriptive   \n",
       "74                                       NaN  descriptive   \n",
       "\n",
       "                                          Field Label  \\\n",
       "22                              WHO IMCI danger signs   \n",
       "23  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "24  Inability to drink/breastfeed (assessed by stu...   \n",
       "25                                Vomiting everything   \n",
       "26                      Convulsions with this illness   \n",
       "27  Lethargy/unconscious (assessed by study clinic...   \n",
       "28  Does your child have any known chronic disease...   \n",
       "29                      If yes, which chronic disease   \n",
       "30                              Other chronic disease   \n",
       "31                   What is your child's HIV status:   \n",
       "32  If Positive, Is your child on Antiretroviral t...   \n",
       "33                     VL in the last year available?   \n",
       "34                                          VL Date:    \n",
       "35                                         VL Value:    \n",
       "36              CD4 count in the last year available?   \n",
       "37                                        CD4  Date:    \n",
       "38                                          CD4 Value   \n",
       "39  HIV: child controlled on treatment (as per nat...   \n",
       "40  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "41                                Temperature (°C  ):   \n",
       "42                                      Weight (Kg):    \n",
       "43                               Height/Length (cm):    \n",
       "44                                               MUAC   \n",
       "45  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "46                            RESPIRATORY ASSESSMENT:   \n",
       "47                           Respiratory Rate (bpm):    \n",
       "48                     Oxygen Saturation (Room Air):    \n",
       "49        Why was the oxygen saturation not measured?   \n",
       "50  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "51  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "52  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "53                  Aged between 60 days and 12 years   \n",
       "54            History of Cough / Difficulty Breathing   \n",
       "55  Fast breathing:  > 50/minute (2-12 months) > 4...   \n",
       "56  Presenting for repeat visit/follow-up of a tre...   \n",
       "57  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "58  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "59  WHO IMCI danger signs (inability to drink/brea...   \n",
       "60                               Presence of Jaundice   \n",
       "61  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "62  Requiring non-invasive ventilatory support (i....   \n",
       "63  Severe acute malnutrition requiring antibiotic...   \n",
       "64  Underlying disease associated with increased r...   \n",
       "65  Caregiver unavailable at the time of enrolment...   \n",
       "66  Mild hypoxemia and signs of respiratory distre...   \n",
       "67                            Less than 12 months old   \n",
       "68               Requiring admission for this illness   \n",
       "69  Known to be uncontrolled on treatment (with a ...   \n",
       "70           Eligibility RCT and observational cohort   \n",
       "71                                    Eligibility RCT   \n",
       "72                   Eligibility observational cohort   \n",
       "73  <div class=\"rich-text-field-label\"><p><em>Pati...   \n",
       "74  <div class=\"rich-text-field-label\"><p><em>Pati...   \n",
       "\n",
       "              Choices, Calculations, OR Slider Labels  \\\n",
       "22                                                NaN   \n",
       "23                                                NaN   \n",
       "24                                     1, Yes | 0, No   \n",
       "25                                     1, Yes | 0, No   \n",
       "26                                     1, Yes | 0, No   \n",
       "27                                     1, Yes | 0, No   \n",
       "28                                                NaN   \n",
       "29  1, HIV | 2, Active TB | 3, Heart problem | 4, ...   \n",
       "30                                                NaN   \n",
       "31  1, Positive | 2, Negative | 3, Unknown | 98, R...   \n",
       "32                       1, Yes | 0, N0 | 99, Unknown   \n",
       "33                                                NaN   \n",
       "34                                                NaN   \n",
       "35                                                NaN   \n",
       "36                                                NaN   \n",
       "37                                                NaN   \n",
       "38                                                NaN   \n",
       "39                       1, Yes | 0, No | 98, Unknown   \n",
       "40                                                NaN   \n",
       "41                                                NaN   \n",
       "42                                                NaN   \n",
       "43                                                NaN   \n",
       "44                                                NaN   \n",
       "45                                                NaN   \n",
       "46                                                NaN   \n",
       "47                                                NaN   \n",
       "48                                                NaN   \n",
       "49  1, equipment failure | 2, uncooperative child ...   \n",
       "50                                                NaN   \n",
       "51  1, yes, mild to moderate | 2, yes, severe | 0, no   \n",
       "52  1, None | 2, Nasal flaring | 3, Grunting | 4, ...   \n",
       "53  if([age_in_days] >60 and [age_in_years]< 12 , ...   \n",
       "54           if([q1_cough]=1 or [q1_breathing]=1,1,0)   \n",
       "55  if(([age_in_months] >=2 and [age_in_months] <=...   \n",
       "56                        if([q3_clinic_visit]=0,1,0)   \n",
       "57                  if([scr_prevenrollment28d]=1,1,0)   \n",
       "58  if([scr_atb][1]<>'' and [q4_meds_duration][1]=...   \n",
       "59                   if([q5_imci_danger_sings]=1,1,0)   \n",
       "60                                     1, Yes | 0, No   \n",
       "61                              if([vs_spo2]< 88,1,0)   \n",
       "62                                     1, Yes | 2, No   \n",
       "63                                 if([vs_sam]=1,1,0)   \n",
       "64                                     1, Yes | 2, No   \n",
       "65                                     1, Yes | 2, No   \n",
       "66  if([vs_spo2]>=88 and [vs_spo2]<90 and [vs_resp...   \n",
       "67    1, Yes | 0, No | 98, Not available at this time   \n",
       "68    1, Yes | 0, No | 98, Not available at this time   \n",
       "69    1, Yes | 0, No | 98, Not available at this time   \n",
       "70  if([incl_calc_aged_12yrs]=1 and [incl_coughdif...   \n",
       "71  if([eligibility_general]=1 and [excl_repeat_vi...   \n",
       "72  if([eligibility_general]=1 and [eligibility_rc...   \n",
       "73                                                NaN   \n",
       "74                                                NaN   \n",
       "\n",
       "                                           Field Note  \\\n",
       "22                                                NaN   \n",
       "23                                                NaN   \n",
       "24                                                NaN   \n",
       "25                                                NaN   \n",
       "26                                                NaN   \n",
       "27                                                NaN   \n",
       "28  (like HIV, active TB, heart problems, kidney p...   \n",
       "29                                                NaN   \n",
       "30                                                NaN   \n",
       "31                                                NaN   \n",
       "32                                                NaN   \n",
       "33                                                NaN   \n",
       "34                                                NaN   \n",
       "35                                             cp/ml    \n",
       "36                                                NaN   \n",
       "37                                                NaN   \n",
       "38                                                  %   \n",
       "39              Displayed for children >12months only   \n",
       "40                                                NaN   \n",
       "41                                         °C           \n",
       "42                                                 kg   \n",
       "43                                                 cm   \n",
       "44                                                 cm   \n",
       "45                                                NaN   \n",
       "46                                                NaN   \n",
       "47                                                bpm   \n",
       "48                                                  %   \n",
       "49                                                NaN   \n",
       "50                                                NaN   \n",
       "51                                                NaN   \n",
       "52                                                NaN   \n",
       "53                                                NaN   \n",
       "54                                                NaN   \n",
       "55                                                NaN   \n",
       "56                                                NaN   \n",
       "57                                                NaN   \n",
       "58                                                NaN   \n",
       "59                                                NaN   \n",
       "60                                                NaN   \n",
       "61                                                NaN   \n",
       "62                                                NaN   \n",
       "63                                                NaN   \n",
       "64                                                NaN   \n",
       "65                                                NaN   \n",
       "66                                                NaN   \n",
       "67                                                NaN   \n",
       "68                                                NaN   \n",
       "69                                                NaN   \n",
       "70                                                NaN   \n",
       "71                                                NaN   \n",
       "72                                                NaN   \n",
       "73                                                NaN   \n",
       "74                                                NaN   \n",
       "\n",
       "   Text Validation Type OR Show Slider Number  Text Validation Min  \\\n",
       "22                                        NaN                  NaN   \n",
       "23                                        NaN                  NaN   \n",
       "24                                        NaN                  NaN   \n",
       "25                                        NaN                  NaN   \n",
       "26                                        NaN                  NaN   \n",
       "27                                        NaN                  NaN   \n",
       "28                                        NaN                  NaN   \n",
       "29                                        NaN                  NaN   \n",
       "30                                        NaN                  NaN   \n",
       "31                                        NaN                  NaN   \n",
       "32                                        NaN                  NaN   \n",
       "33                                        NaN                  NaN   \n",
       "34                                   date_dmy                  NaN   \n",
       "35                                        NaN                  NaN   \n",
       "36                                        NaN                  NaN   \n",
       "37                                   date_dmy                  NaN   \n",
       "38                                        NaN                  NaN   \n",
       "39                                        NaN                  NaN   \n",
       "40                                        NaN                  NaN   \n",
       "41                                 number_1dp                 35.0   \n",
       "42                                 number_1dp                  2.5   \n",
       "43                                    integer                 50.0   \n",
       "44                                 number_1dp                  8.0   \n",
       "45                                        NaN                  NaN   \n",
       "46                                        NaN                  NaN   \n",
       "47                                     number                  NaN   \n",
       "48                                 number_2dp                  NaN   \n",
       "49                                        NaN                  NaN   \n",
       "50                                        NaN                  NaN   \n",
       "51                                        NaN                  NaN   \n",
       "52                                        NaN                  NaN   \n",
       "53                                        NaN                  NaN   \n",
       "54                                        NaN                  NaN   \n",
       "55                                        NaN                  NaN   \n",
       "56                                        NaN                  NaN   \n",
       "57                                        NaN                  NaN   \n",
       "58                                        NaN                  NaN   \n",
       "59                                        NaN                  NaN   \n",
       "60                                        NaN                  NaN   \n",
       "61                                        NaN                  NaN   \n",
       "62                                        NaN                  NaN   \n",
       "63                                        NaN                  NaN   \n",
       "64                                        NaN                  NaN   \n",
       "65                                        NaN                  NaN   \n",
       "66                                        NaN                  NaN   \n",
       "67                                        NaN                  NaN   \n",
       "68                                        NaN                  NaN   \n",
       "69                                        NaN                  NaN   \n",
       "70                                        NaN                  NaN   \n",
       "71                                        NaN                  NaN   \n",
       "72                                        NaN                  NaN   \n",
       "73                                        NaN                  NaN   \n",
       "74                                        NaN                  NaN   \n",
       "\n",
       "   Text Validation Max       Branching Logic (Show field only if...)  \\\n",
       "22                 NaN                                           NaN   \n",
       "23                 NaN                      [q5_imci_danger_sings]=1   \n",
       "24                 NaN                      [q5_imci_danger_sings]=1   \n",
       "25                 NaN                                           NaN   \n",
       "26                 NaN                                           NaN   \n",
       "27                 NaN                                           NaN   \n",
       "28                 NaN                                           NaN   \n",
       "29                 NaN                    [q6_chronic_disease] = '1'   \n",
       "30                 NaN                      [q6_chronic_type] = '99'   \n",
       "31                 NaN                                           NaN   \n",
       "32                 NaN                         [q7_hiv_status] = '1'   \n",
       "33                 NaN                      [q7_arv_treatment] = '1'   \n",
       "34                 now                          [q7_recent_vl] = '1'   \n",
       "35                 NaN                          [q7_recent_vl] = '1'   \n",
       "36                 NaN                         [q7_hiv_status] = '1'   \n",
       "37                 now                         [q8_recent_cd4] = '1'   \n",
       "38                 NaN                         [q8_recent_cd4] = '1'   \n",
       "39                 NaN  [age_in_days]>=365 and [q7_hiv_status] = '1'   \n",
       "40                 NaN                                           NaN   \n",
       "41                43.0                                           NaN   \n",
       "42                70.0                                           NaN   \n",
       "43                 180                                           NaN   \n",
       "44                50.0                                           NaN   \n",
       "45                 NaN                                           NaN   \n",
       "46                 NaN                                           NaN   \n",
       "47                 NaN                                           NaN   \n",
       "48                 NaN                                           NaN   \n",
       "49                 NaN                               [q14_oxygen]=''   \n",
       "50                 NaN                                           NaN   \n",
       "51                 NaN                                           NaN   \n",
       "52                 NaN                                           NaN   \n",
       "53                 NaN                                           NaN   \n",
       "54                 NaN                                           NaN   \n",
       "55                 NaN                                           NaN   \n",
       "56                 NaN                                           NaN   \n",
       "57                 NaN                                           NaN   \n",
       "58                 NaN                                           NaN   \n",
       "59                 NaN                                           NaN   \n",
       "60                 NaN                                           NaN   \n",
       "61                 NaN                                           NaN   \n",
       "62                 NaN                                           NaN   \n",
       "63                 NaN                                           NaN   \n",
       "64                 NaN                                           NaN   \n",
       "65                 NaN                                           NaN   \n",
       "66                 NaN                                           NaN   \n",
       "67                 NaN                                           NaN   \n",
       "68                 NaN                                           NaN   \n",
       "69                 NaN                                           NaN   \n",
       "70                 NaN                                           NaN   \n",
       "71                 NaN                                           NaN   \n",
       "72                 NaN                                           NaN   \n",
       "73                 NaN                           [eligibility_rct]=1   \n",
       "74                 NaN                 [eligibility_observational]=1   \n",
       "\n",
       "   Required Field? Custom Alignment       Matrix Group Name  \\\n",
       "22             NaN               RH                     NaN   \n",
       "23             NaN              NaN                     NaN   \n",
       "24               y              NaN  q5_danger_signs_matrix   \n",
       "25               y              NaN  q5_danger_signs_matrix   \n",
       "26               y              NaN  q5_danger_signs_matrix   \n",
       "27               y              NaN  q5_danger_signs_matrix   \n",
       "28               y               RH                     NaN   \n",
       "29               y              NaN                     NaN   \n",
       "30               y               RH                     NaN   \n",
       "31               y               RH                     NaN   \n",
       "32               y               RH                     NaN   \n",
       "33               y               RH                     NaN   \n",
       "34               y               RH                     NaN   \n",
       "35               y               RH                     NaN   \n",
       "36               y               RH                     NaN   \n",
       "37               y               RH                     NaN   \n",
       "38               y               RH                     NaN   \n",
       "39               y               RH                     NaN   \n",
       "40             NaN              NaN                     NaN   \n",
       "41             NaN               RH                     NaN   \n",
       "42               y               RH                     NaN   \n",
       "43             NaN               RH                     NaN   \n",
       "44               y               RH                     NaN   \n",
       "45             NaN               RH                     NaN   \n",
       "46             NaN              NaN                     NaN   \n",
       "47               y               RH                     NaN   \n",
       "48             NaN              NaN                     NaN   \n",
       "49             NaN              NaN                     NaN   \n",
       "50               y               RH                     NaN   \n",
       "51               y              NaN                     NaN   \n",
       "52               y              NaN                     NaN   \n",
       "53               y              NaN                     NaN   \n",
       "54               y              NaN                     NaN   \n",
       "55               y               RH                     NaN   \n",
       "56               y               RH                     NaN   \n",
       "57               y              NaN                     NaN   \n",
       "58               y              NaN                     NaN   \n",
       "59               y              NaN                     NaN   \n",
       "60               y               RH                     NaN   \n",
       "61               y               RH                     NaN   \n",
       "62             NaN               RH                     NaN   \n",
       "63               y               RH                     NaN   \n",
       "64               y               RH                     NaN   \n",
       "65               y               RH                     NaN   \n",
       "66               y              NaN                     NaN   \n",
       "67               y              NaN              hiv_matrix   \n",
       "68               y              NaN              hiv_matrix   \n",
       "69               y              NaN              hiv_matrix   \n",
       "70             NaN               RH                     NaN   \n",
       "71             NaN               RH                     NaN   \n",
       "72             NaN               RH                     NaN   \n",
       "73             NaN              NaN                     NaN   \n",
       "74             NaN              NaN                     NaN   \n",
       "\n",
       "                                Field Annotation  \n",
       "22                                           NaN  \n",
       "23                                           NaN  \n",
       "24  If yes, ask study clinician to check/confirm  \n",
       "25                                           NaN  \n",
       "26                                           NaN  \n",
       "27                                           NaN  \n",
       "28                                           NaN  \n",
       "29                                           NaN  \n",
       "30                                           NaN  \n",
       "31                                           NaN  \n",
       "32                                           NaN  \n",
       "33                                           NaN  \n",
       "34                                           NaN  \n",
       "35                                           NaN  \n",
       "36                                           NaN  \n",
       "37                                           NaN  \n",
       "38                                           NaN  \n",
       "39                                           NaN  \n",
       "40                                           NaN  \n",
       "41                                           NaN  \n",
       "42                                           NaN  \n",
       "43                                           NaN  \n",
       "44                                           NaN  \n",
       "45                                           NaN  \n",
       "46                                           NaN  \n",
       "47                                           NaN  \n",
       "48                                           NaN  \n",
       "49                                           NaN  \n",
       "50                                           NaN  \n",
       "51                                           NaN  \n",
       "52                             @NONEOFTHEABOVE=1  \n",
       "53                                           NaN  \n",
       "54                                           NaN  \n",
       "55                                           NaN  \n",
       "56                                           NaN  \n",
       "57                                           NaN  \n",
       "58                                           NaN  \n",
       "59                                           NaN  \n",
       "60                                           NaN  \n",
       "61                                           NaN  \n",
       "62                                           NaN  \n",
       "63                                           NaN  \n",
       "64                                           NaN  \n",
       "65                                           NaN  \n",
       "66                                           NaN  \n",
       "67                                           NaN  \n",
       "68                                           NaN  \n",
       "69                                           NaN  \n",
       "70                                           NaN  \n",
       "71                                           NaN  \n",
       "72                                           NaN  \n",
       "73                                           NaN  \n",
       "74                                           NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_day_8_inperson_followup"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
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       "      <th>Field Annotation</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>286</td>\n",
       "      <td>actual_follow_up_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
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       "      <td>d8_phone_call_7ed0e4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Did the D8 in-person  visit f/up take place:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>288</th>\n",
       "      <td>288</td>\n",
       "      <td>d8_no_reason_c17839</td>\n",
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       "      <td>If No: Reason</td>\n",
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       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>289</td>\n",
       "      <td>desc_caregiver_history</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>290</td>\n",
       "      <td>patient_outcome_510e6b</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Patient Outcome (According to caregiver):</td>\n",
       "      <td>1, Resolved Completely (Cured) | 2, Improved |...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>291</td>\n",
       "      <td>in_person_visit</td>\n",
       "      <td>Further health seeking</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Attended today due to study staff phone call a...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>292</td>\n",
       "      <td>attened_clinic_ea407f</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Between initial encounter and today: attended ...</td>\n",
       "      <td>1, yes | 0, no | 98, unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>293</td>\n",
       "      <td>fu_addvisit_studyd8</td>\n",
       "      <td>Additional health seeking encounters between i...</td>\n",
       "      <td>radio</td>\n",
       "      <td>Today due to study staff phone call advising a...</td>\n",
       "      <td>1, yes | 2, no | 98, unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fu_addvisit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>294</td>\n",
       "      <td>fu_addvisit_study</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Spontaneous follow-up with study team</td>\n",
       "      <td>1, yes | 2, no | 98, unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fu_addvisit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>295</td>\n",
       "      <td>fu_addvisit_opd</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Outpatient provider (clinic, GP, ED...)</td>\n",
       "      <td>1, yes | 2, no | 98, unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fu_addvisit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>296</td>\n",
       "      <td>fu_addvisit_healer</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Traditional healer</td>\n",
       "      <td>1, yes | 2, no | 98, unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fu_addvisit</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>297</td>\n",
       "      <td>fu_addvisit_numberstudy</td>\n",
       "      <td>Number of follow-up visits for encounters below</td>\n",
       "      <td>radio</td>\n",
       "      <td>Spontaneous follow-up with study team</td>\n",
       "      <td>1, 1 | 2, 2 | 3, 3 | 4, 4 | 5, 5 | 6, 6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fu_addvisit_number</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>298</td>\n",
       "      <td>fu_addvisit_numoutp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Outpatient provider (clinic, GP, ED...)</td>\n",
       "      <td>1, 1 | 2, 2 | 3, 3 | 4, 4 | 5, 5 | 6, 6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fu_addvisit_number</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>299</td>\n",
       "      <td>date_attended_clinic_8ce59d</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>[fu_addvisit_opd] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>300</td>\n",
       "      <td>date_attended_clinic_8ce59d_2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[fu_addvisit_opd] = '1' and [fu_addvisit_numou...</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>301</td>\n",
       "      <td>medication_prescribed_5d4727</td>\n",
       "      <td>NaN</td>\n",
       "      <td>notes</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attened_clinic_ea407f] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>302</td>\n",
       "      <td>gp_antibiotic_cece49</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attened_clinic_ea407f] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>303</td>\n",
       "      <td>trad_healer_medication_431f97</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[attended_trad_healer_c16554] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>304</td>\n",
       "      <td>bought_over_counter_0cf2f2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Did the patient buy over the counter medication?</td>\n",
       "      <td>1, yes | 0, no | 98, unknown</td>\n",
       "      <td>Medication without prescroiption</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>305</td>\n",
       "      <td>pharamcy_purchase_date_2bf51a</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[bought_over_counter_0cf2f2] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>306</td>\n",
       "      <td>over_counter_meds_d38854</td>\n",
       "      <td>NaN</td>\n",
       "      <td>notes</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[bought_over_counter_0cf2f2] = '1'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>307</td>\n",
       "      <td>hospitalization_9b48ef</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Hospitalization (Defined as \"Slept overnight i...</td>\n",
       "      <td>1, Not Admitted | 2, Admitted on D1 (on day of...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>308</td>\n",
       "      <td>exit_refer_hospital_name_3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>1, Tintswalo | 2, Temba | 3, hospital 3 | 4, h...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>309</td>\n",
       "      <td>admission_date_3b3c30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Date of hospital admission/ re-admission</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>310</td>\n",
       "      <td>discharged_date_d16c7c</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>from inpatient admission</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>[hospitalization_9b48ef] = '2' or [hospitaliza...</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>311</td>\n",
       "      <td>illness_hospilization</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Was the hospitalization related to the initial...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>312</td>\n",
       "      <td>who_danger_signs_2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>313</td>\n",
       "      <td>drinking_inability</td>\n",
       "      <td>WHO danger signs (tick if any applicable):</td>\n",
       "      <td>radio</td>\n",
       "      <td>Inability to drink/breastfeed (assessed by pro...</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "      <td>y</td>\n",
       "      <td>clinical_signs_additional</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>314</td>\n",
       "      <td>vomitting_everything</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Vomiting everything</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "      <td>y</td>\n",
       "      <td>clinical_signs_additional</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>315</td>\n",
       "      <td>illness_convulsions</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Convulsions with this illness</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "      <td>y</td>\n",
       "      <td>clinical_signs_additional</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>316</td>\n",
       "      <td>unconscious</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Lethargy/unconscious  (assessed by provider)</td>\n",
       "      <td>1, Yes | 0, No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[patient_outcome_510e6b] = '4'</td>\n",
       "      <td>y</td>\n",
       "      <td>clinical_signs_additional</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>317</td>\n",
       "      <td>respiratory_distress_2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>318</td>\n",
       "      <td>q16_chest_indrawing_3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>1, yes, mild to moderate | 2, yes, severe | 0, no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>319</td>\n",
       "      <td>vs_respdistress_3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>1, None | 2, Nasal flaring | 3, Grunting | 4, ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>@NONEOFTHEABOVE=1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     index                      Variables  \\\n",
       "286    286          actual_follow_up_date   \n",
       "287    287           d8_phone_call_7ed0e4   \n",
       "288    288            d8_no_reason_c17839   \n",
       "289    289         desc_caregiver_history   \n",
       "290    290         patient_outcome_510e6b   \n",
       "291    291                in_person_visit   \n",
       "292    292          attened_clinic_ea407f   \n",
       "293    293            fu_addvisit_studyd8   \n",
       "294    294              fu_addvisit_study   \n",
       "295    295                fu_addvisit_opd   \n",
       "296    296             fu_addvisit_healer   \n",
       "297    297        fu_addvisit_numberstudy   \n",
       "298    298            fu_addvisit_numoutp   \n",
       "299    299    date_attended_clinic_8ce59d   \n",
       "300    300  date_attended_clinic_8ce59d_2   \n",
       "301    301   medication_prescribed_5d4727   \n",
       "302    302           gp_antibiotic_cece49   \n",
       "303    303  trad_healer_medication_431f97   \n",
       "304    304     bought_over_counter_0cf2f2   \n",
       "305    305  pharamcy_purchase_date_2bf51a   \n",
       "306    306       over_counter_meds_d38854   \n",
       "307    307         hospitalization_9b48ef   \n",
       "308    308     exit_refer_hospital_name_3   \n",
       "309    309          admission_date_3b3c30   \n",
       "310    310         discharged_date_d16c7c   \n",
       "311    311          illness_hospilization   \n",
       "312    312             who_danger_signs_2   \n",
       "313    313             drinking_inability   \n",
       "314    314           vomitting_everything   \n",
       "315    315            illness_convulsions   \n",
       "316    316                    unconscious   \n",
       "317    317         respiratory_distress_2   \n",
       "318    318          q16_chest_indrawing_3   \n",
       "319    319              vs_respdistress_3   \n",
       "\n",
       "                                        Section Header   Field Type  \\\n",
       "286                                                NaN         text   \n",
       "287                                                NaN        yesno   \n",
       "288                                                NaN         text   \n",
       "289                                                NaN  descriptive   \n",
       "290                                                NaN        radio   \n",
       "291                             Further health seeking        yesno   \n",
       "292                                                NaN        radio   \n",
       "293  Additional health seeking encounters between i...        radio   \n",
       "294                                                NaN        radio   \n",
       "295                                                NaN        radio   \n",
       "296                                                NaN        radio   \n",
       "297    Number of follow-up visits for encounters below        radio   \n",
       "298                                                NaN        radio   \n",
       "299                                                NaN        yesno   \n",
       "300                                                NaN        yesno   \n",
       "301                                                NaN        notes   \n",
       "302                                                NaN         text   \n",
       "303                                                NaN        yesno   \n",
       "304                                                NaN        radio   \n",
       "305                                                NaN         text   \n",
       "306                                                NaN        notes   \n",
       "307                                                NaN        radio   \n",
       "308                                                NaN        radio   \n",
       "309                                                NaN         text   \n",
       "310                                                NaN         text   \n",
       "311                                                NaN        yesno   \n",
       "312                                                NaN        yesno   \n",
       "313         WHO danger signs (tick if any applicable):        radio   \n",
       "314                                                NaN        radio   \n",
       "315                                                NaN        radio   \n",
       "316                                                NaN        radio   \n",
       "317                                                NaN        yesno   \n",
       "318                                                NaN        radio   \n",
       "319                                                NaN     checkbox   \n",
       "\n",
       "                                           Field Label  \\\n",
       "286                                               Date   \n",
       "287      Did the D8 in-person  visit f/up take place:    \n",
       "288                                      If No: Reason   \n",
       "289  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "290          Patient Outcome (According to caregiver):   \n",
       "291  Attended today due to study staff phone call a...   \n",
       "292  Between initial encounter and today: attended ...   \n",
       "293  Today due to study staff phone call advising a...   \n",
       "294              Spontaneous follow-up with study team   \n",
       "295            Outpatient provider (clinic, GP, ED...)   \n",
       "296                                 Traditional healer   \n",
       "297              Spontaneous follow-up with study team   \n",
       "298            Outpatient provider (clinic, GP, ED...)   \n",
       "299  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "300  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "301  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "302  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "303  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "304   Did the patient buy over the counter medication?   \n",
       "305  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "306  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "307  Hospitalization (Defined as \"Slept overnight i...   \n",
       "308  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "309           Date of hospital admission/ re-admission   \n",
       "310  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "311  Was the hospitalization related to the initial...   \n",
       "312  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "313  Inability to drink/breastfeed (assessed by pro...   \n",
       "314                                Vomiting everything   \n",
       "315                      Convulsions with this illness   \n",
       "316       Lethargy/unconscious  (assessed by provider)   \n",
       "317  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "318  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "319  <div class=\"rich-text-field-label\"><p><span st...   \n",
       "\n",
       "               Choices, Calculations, OR Slider Labels  \\\n",
       "286                                                NaN   \n",
       "287                                                NaN   \n",
       "288                                                NaN   \n",
       "289                                                NaN   \n",
       "290  1, Resolved Completely (Cured) | 2, Improved |...   \n",
       "291                                                NaN   \n",
       "292                       1, yes | 0, no | 98, unknown   \n",
       "293                       1, yes | 2, no | 98, unknown   \n",
       "294                       1, yes | 2, no | 98, unknown   \n",
       "295                       1, yes | 2, no | 98, unknown   \n",
       "296                       1, yes | 2, no | 98, unknown   \n",
       "297            1, 1 | 2, 2 | 3, 3 | 4, 4 | 5, 5 | 6, 6   \n",
       "298            1, 1 | 2, 2 | 3, 3 | 4, 4 | 5, 5 | 6, 6   \n",
       "299                                                NaN   \n",
       "300                                                NaN   \n",
       "301                                                NaN   \n",
       "302                                                NaN   \n",
       "303                                                NaN   \n",
       "304                       1, yes | 0, no | 98, unknown   \n",
       "305                                                NaN   \n",
       "306                                                NaN   \n",
       "307  1, Not Admitted | 2, Admitted on D1 (on day of...   \n",
       "308  1, Tintswalo | 2, Temba | 3, hospital 3 | 4, h...   \n",
       "309                                                NaN   \n",
       "310                                                NaN   \n",
       "311                                                NaN   \n",
       "312                                                NaN   \n",
       "313                                     1, Yes | 0, No   \n",
       "314                                     1, Yes | 0, No   \n",
       "315                                     1, Yes | 0, No   \n",
       "316                                     1, Yes | 0, No   \n",
       "317                                                NaN   \n",
       "318  1, yes, mild to moderate | 2, yes, severe | 0, no   \n",
       "319  1, None | 2, Nasal flaring | 3, Grunting | 4, ...   \n",
       "\n",
       "                           Field Note  \\\n",
       "286                               NaN   \n",
       "287                               NaN   \n",
       "288                               NaN   \n",
       "289                               NaN   \n",
       "290                               NaN   \n",
       "291                               NaN   \n",
       "292                               NaN   \n",
       "293                               NaN   \n",
       "294                               NaN   \n",
       "295                               NaN   \n",
       "296                               NaN   \n",
       "297                               NaN   \n",
       "298                               NaN   \n",
       "299                               NaN   \n",
       "300                               NaN   \n",
       "301                               NaN   \n",
       "302                               NaN   \n",
       "303                               NaN   \n",
       "304  Medication without prescroiption   \n",
       "305                               NaN   \n",
       "306                               NaN   \n",
       "307                               NaN   \n",
       "308                               NaN   \n",
       "309                               NaN   \n",
       "310          from inpatient admission   \n",
       "311                               NaN   \n",
       "312                               NaN   \n",
       "313                               NaN   \n",
       "314                               NaN   \n",
       "315                               NaN   \n",
       "316                               NaN   \n",
       "317                               NaN   \n",
       "318                               NaN   \n",
       "319                               NaN   \n",
       "\n",
       "    Text Validation Type OR Show Slider Number  \\\n",
       "286                                   date_dmy   \n",
       "287                                        NaN   \n",
       "288                                        NaN   \n",
       "289                                        NaN   \n",
       "290                                        NaN   \n",
       "291                                        NaN   \n",
       "292                                        NaN   \n",
       "293                                        NaN   \n",
       "294                                        NaN   \n",
       "295                                        NaN   \n",
       "296                                        NaN   \n",
       "297                                        NaN   \n",
       "298                                        NaN   \n",
       "299                                        NaN   \n",
       "300                                        NaN   \n",
       "301                                        NaN   \n",
       "302                                        NaN   \n",
       "303                                        NaN   \n",
       "304                                        NaN   \n",
       "305                                   date_dmy   \n",
       "306                                        NaN   \n",
       "307                                        NaN   \n",
       "308                                        NaN   \n",
       "309                                   date_dmy   \n",
       "310                                   date_dmy   \n",
       "311                                        NaN   \n",
       "312                                        NaN   \n",
       "313                                        NaN   \n",
       "314                                        NaN   \n",
       "315                                        NaN   \n",
       "316                                        NaN   \n",
       "317                                        NaN   \n",
       "318                                        NaN   \n",
       "319                                        NaN   \n",
       "\n",
       "               Branching Logic (Show field only if...) Required Field?  \\\n",
       "286                                                NaN               y   \n",
       "287                                                NaN               y   \n",
       "288                       [d8_phone_call_7ed0e4] = '0'               y   \n",
       "289                                                NaN             NaN   \n",
       "290                                                NaN               y   \n",
       "291                                                NaN               y   \n",
       "292                                                NaN               y   \n",
       "293                                                NaN             NaN   \n",
       "294                                                NaN             NaN   \n",
       "295                                                NaN             NaN   \n",
       "296                                                NaN             NaN   \n",
       "297                                                NaN             NaN   \n",
       "298                                                NaN             NaN   \n",
       "299                            [fu_addvisit_opd] = '1'               y   \n",
       "300  [fu_addvisit_opd] = '1' and [fu_addvisit_numou...               y   \n",
       "301                      [attened_clinic_ea407f] = '1'               y   \n",
       "302                      [attened_clinic_ea407f] = '1'               y   \n",
       "303                [attended_trad_healer_c16554] = '1'               y   \n",
       "304                                                NaN               y   \n",
       "305                 [bought_over_counter_0cf2f2] = '1'               y   \n",
       "306                 [bought_over_counter_0cf2f2] = '1'               y   \n",
       "307                                                NaN               y   \n",
       "308  [hospitalization_9b48ef] = '2' or [hospitaliza...             NaN   \n",
       "309  [hospitalization_9b48ef] = '2' or [hospitaliza...               y   \n",
       "310  [hospitalization_9b48ef] = '2' or [hospitaliza...               y   \n",
       "311                                                NaN             NaN   \n",
       "312                                                NaN               y   \n",
       "313                     [patient_outcome_510e6b] = '4'               y   \n",
       "314                     [patient_outcome_510e6b] = '4'               y   \n",
       "315                     [patient_outcome_510e6b] = '4'               y   \n",
       "316                     [patient_outcome_510e6b] = '4'               y   \n",
       "317                                                NaN               y   \n",
       "318                                                NaN               y   \n",
       "319                                                NaN               y   \n",
       "\n",
       "             Matrix Group Name    Field Annotation  \n",
       "286                        NaN                 NaN  \n",
       "287                        NaN                 NaN  \n",
       "288                        NaN                 NaN  \n",
       "289                        NaN                 NaN  \n",
       "290                        NaN                 NaN  \n",
       "291                        NaN                 NaN  \n",
       "292                        NaN                 NaN  \n",
       "293                fu_addvisit                 NaN  \n",
       "294                fu_addvisit                 NaN  \n",
       "295                fu_addvisit                 NaN  \n",
       "296                fu_addvisit                 NaN  \n",
       "297         fu_addvisit_number                 NaN  \n",
       "298         fu_addvisit_number                 NaN  \n",
       "299                        NaN                 NaN  \n",
       "300                        NaN                 NaN  \n",
       "301                        NaN                 NaN  \n",
       "302                        NaN                 NaN  \n",
       "303                        NaN                 NaN  \n",
       "304                        NaN                 NaN  \n",
       "305                        NaN                 NaN  \n",
       "306                        NaN                 NaN  \n",
       "307                        NaN                 NaN  \n",
       "308                        NaN                 NaN  \n",
       "309                        NaN                 NaN  \n",
       "310                        NaN                 NaN  \n",
       "311                        NaN                 NaN  \n",
       "312                        NaN                 NaN  \n",
       "313  clinical_signs_additional                 NaN  \n",
       "314  clinical_signs_additional                 NaN  \n",
       "315  clinical_signs_additional                 NaN  \n",
       "316  clinical_signs_additional                 NaN  \n",
       "317                        NaN                 NaN  \n",
       "318                        NaN                 NaN  \n",
       "319                        NaN   @NONEOFTHEABOVE=1  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: b_patient_information"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Text Validation Type OR Show Slider Number</th>\n",
       "      <th>Identifier?</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>79</td>\n",
       "      <td>p_folder_num</td>\n",
       "      <td>text</td>\n",
       "      <td>Patient's Folder Number:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>80</td>\n",
       "      <td>p_folder_confirm</td>\n",
       "      <td>text</td>\n",
       "      <td>Patient's Folder Number confirmation:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>81</td>\n",
       "      <td>l_name</td>\n",
       "      <td>text</td>\n",
       "      <td>Last name:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>82</td>\n",
       "      <td>f_name</td>\n",
       "      <td>text</td>\n",
       "      <td>First Name</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>83</td>\n",
       "      <td>sex</td>\n",
       "      <td>radio</td>\n",
       "      <td>Sex</td>\n",
       "      <td>1, Male | 2, Female</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>84</td>\n",
       "      <td>dob_p</td>\n",
       "      <td>text</td>\n",
       "      <td>DOB:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>85</td>\n",
       "      <td>id_num</td>\n",
       "      <td>text</td>\n",
       "      <td>Patient's National ID number</td>\n",
       "      <td>NaN</td>\n",
       "      <td>identification_za</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>86</td>\n",
       "      <td>caregiver_name</td>\n",
       "      <td>text</td>\n",
       "      <td>Primary Caregiver's Last name:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>87</td>\n",
       "      <td>caregiver_surname</td>\n",
       "      <td>text</td>\n",
       "      <td>Primary Caregiver's First name:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>88</td>\n",
       "      <td>alt_contact_person</td>\n",
       "      <td>text</td>\n",
       "      <td>Alternate Contact person (Name &amp; Surname):</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>89</td>\n",
       "      <td>alt_contact_num</td>\n",
       "      <td>text</td>\n",
       "      <td>Alternate Contact person (Cell phone number)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>phone_za</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>90</td>\n",
       "      <td>legal_rep</td>\n",
       "      <td>text</td>\n",
       "      <td>Legal representative of child in the event of ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>91</td>\n",
       "      <td>legal_cell</td>\n",
       "      <td>text</td>\n",
       "      <td>Cell phone number of the legal representative\\...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>phone_za</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>92</td>\n",
       "      <td>clinic</td>\n",
       "      <td>dropdown</td>\n",
       "      <td>Nearest Clinic:</td>\n",
       "      <td>1, Moreipuso | 2, Casteel | 3, Arthurseat | 4,...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>93</td>\n",
       "      <td>other_clinic</td>\n",
       "      <td>text</td>\n",
       "      <td>Other Clinic</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[clinic] = '18'</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    index           Variables Field Type  \\\n",
       "79     79        p_folder_num       text   \n",
       "80     80    p_folder_confirm       text   \n",
       "81     81              l_name       text   \n",
       "82     82              f_name       text   \n",
       "83     83                 sex      radio   \n",
       "84     84               dob_p       text   \n",
       "85     85              id_num       text   \n",
       "86     86      caregiver_name       text   \n",
       "87     87   caregiver_surname       text   \n",
       "88     88  alt_contact_person       text   \n",
       "89     89     alt_contact_num       text   \n",
       "90     90           legal_rep       text   \n",
       "91     91          legal_cell       text   \n",
       "92     92              clinic   dropdown   \n",
       "93     93        other_clinic       text   \n",
       "\n",
       "                                          Field Label  \\\n",
       "79                          Patient's Folder Number:    \n",
       "80             Patient's Folder Number confirmation:    \n",
       "81                                        Last name:    \n",
       "82                                         First Name   \n",
       "83                                                Sex   \n",
       "84                                              DOB:    \n",
       "85                      Patient's National ID number    \n",
       "86                     Primary Caregiver's Last name:   \n",
       "87                    Primary Caregiver's First name:   \n",
       "88         Alternate Contact person (Name & Surname):   \n",
       "89       Alternate Contact person (Cell phone number)   \n",
       "90  Legal representative of child in the event of ...   \n",
       "91  Cell phone number of the legal representative\\...   \n",
       "92                                   Nearest Clinic:    \n",
       "93                                       Other Clinic   \n",
       "\n",
       "              Choices, Calculations, OR Slider Labels  \\\n",
       "79                                                NaN   \n",
       "80                                                NaN   \n",
       "81                                                NaN   \n",
       "82                                                NaN   \n",
       "83                                1, Male | 2, Female   \n",
       "84                                                NaN   \n",
       "85                                                NaN   \n",
       "86                                                NaN   \n",
       "87                                                NaN   \n",
       "88                                                NaN   \n",
       "89                                                NaN   \n",
       "90                                                NaN   \n",
       "91                                                NaN   \n",
       "92  1, Moreipuso | 2, Casteel | 3, Arthurseat | 4,...   \n",
       "93                                                NaN   \n",
       "\n",
       "   Text Validation Type OR Show Slider Number Identifier?  \\\n",
       "79                                        NaN         NaN   \n",
       "80                                        NaN         NaN   \n",
       "81                                        NaN           y   \n",
       "82                                        NaN           y   \n",
       "83                                        NaN         NaN   \n",
       "84                                   date_dmy         NaN   \n",
       "85                          identification_za           y   \n",
       "86                                        NaN           y   \n",
       "87                                        NaN           y   \n",
       "88                                        NaN           y   \n",
       "89                                   phone_za           y   \n",
       "90                                        NaN           y   \n",
       "91                                   phone_za           y   \n",
       "92                                        NaN         NaN   \n",
       "93                                        NaN         NaN   \n",
       "\n",
       "   Branching Logic (Show field only if...) Required Field?  \n",
       "79                                     NaN               y  \n",
       "80                                     NaN             NaN  \n",
       "81                                     NaN               y  \n",
       "82                                     NaN               y  \n",
       "83                                     NaN               y  \n",
       "84                                     NaN               y  \n",
       "85                                     NaN               y  \n",
       "86                                     NaN             NaN  \n",
       "87                                     NaN             NaN  \n",
       "88                                     NaN             NaN  \n",
       "89                                     NaN             NaN  \n",
       "90                                     NaN             NaN  \n",
       "91                                     NaN             NaN  \n",
       "92                                     NaN             NaN  \n",
       "93                         [clinic] = '18'             NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Form: c_lung_ultrasound"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index</th>\n",
       "      <th>Variables</th>\n",
       "      <th>Section Header</th>\n",
       "      <th>Field Type</th>\n",
       "      <th>Field Label</th>\n",
       "      <th>Choices, Calculations, OR Slider Labels</th>\n",
       "      <th>Text Validation Type OR Show Slider Number</th>\n",
       "      <th>Branching Logic (Show field only if...)</th>\n",
       "      <th>Required Field?</th>\n",
       "      <th>Matrix Group Name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>94</td>\n",
       "      <td>ultrasound</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Lung Ultrasound Collected:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>95</td>\n",
       "      <td>exit_form</td>\n",
       "      <td>NaN</td>\n",
       "      <td>descriptive</td>\n",
       "      <td>&lt;div class=\"rich-text-field-label\"&gt;&lt;p&gt;&lt;span st...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ultrasound] = '0'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>96</td>\n",
       "      <td>lus_nolusreasonyn</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>Reason why LUS was not collected:</td>\n",
       "      <td>1, patient refused | 2, patient deteriorated c...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ultrasound] = '0'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>97</td>\n",
       "      <td>lus_nolusreasonyn_2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Other reason why LUS was not collected:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[lus_nolusreasonyn(3)] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>98</td>\n",
       "      <td>lus_id</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>LUS identifier on device</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>99</td>\n",
       "      <td>lus_date</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>When was this LUS performed:</td>\n",
       "      <td>NaN</td>\n",
       "      <td>date_dmy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>100</td>\n",
       "      <td>lus_visittype</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Type of visit for which LUS was performed</td>\n",
       "      <td>1, D1 | 2, D2-7 admitted patient | 3, D2-7 spo...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>101</td>\n",
       "      <td>patience_postition</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Patient Position:</td>\n",
       "      <td>1, Sitting | 2, Lying Down</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>102</td>\n",
       "      <td>exam_problem</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Problem during exam?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>103</td>\n",
       "      <td>lus_problem_type</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>If yes, what kind?:</td>\n",
       "      <td>1, patient crying | 2, patient moved a lot | 3...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[exam_problem] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>104</td>\n",
       "      <td>other_lus_exam_p</td>\n",
       "      <td>NaN</td>\n",
       "      <td>text</td>\n",
       "      <td>Other problem during LUS exam</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[lus_problem_type(4)] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>105</td>\n",
       "      <td>las</td>\n",
       "      <td>Interpretation: (radio buttons, i.e., only one...</td>\n",
       "      <td>radio</td>\n",
       "      <td>LAS (Lt Ant Sup)</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>106</td>\n",
       "      <td>lai</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>LAI (Lt Ant Inf)</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>107</td>\n",
       "      <td>lls</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>LLS (Lt Lat Sup)</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>108</td>\n",
       "      <td>ll</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>LL (Lt Lat)</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>109</td>\n",
       "      <td>lps</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>LPS (Lt Post Sup)</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>110</td>\n",
       "      <td>lpi</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>LPI (Lt Post Inf)</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>111</td>\n",
       "      <td>ras</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>RAS</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>112</td>\n",
       "      <td>rai</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>RAI</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>113</td>\n",
       "      <td>rps</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>RPS</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>114</td>\n",
       "      <td>rpi</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>RPI</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>115</td>\n",
       "      <td>rls</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>RLS</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>116</td>\n",
       "      <td>rl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>RL</td>\n",
       "      <td>1, Normal | 2, &gt;2B-lines | 3, Coalesced B-line...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>matrix_interpretation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>117</td>\n",
       "      <td>ll_spine</td>\n",
       "      <td>Spine Sign Assessment (Abdo Mode) (multiple ch...</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>LL</td>\n",
       "      <td>1, Liver/Spleen | 2, Diaphragm | 3, Kidney | 4...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>spine_matrix</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>118</td>\n",
       "      <td>rl_spine</td>\n",
       "      <td>NaN</td>\n",
       "      <td>checkbox</td>\n",
       "      <td>RL</td>\n",
       "      <td>1, Liver/Spleen | 2, Diaphragm | 3, Kidney | 4...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>spine_matrix</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>119</td>\n",
       "      <td>pleural_effusion</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yesno</td>\n",
       "      <td>Pleural effusion</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>120</td>\n",
       "      <td>effusioin_side</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Pleural effusion: which side?</td>\n",
       "      <td>1, Right | 2, Left | 3, Bilateral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[pleural_effusion] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>121</td>\n",
       "      <td>r_effusion_size</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Right Effusion Size:</td>\n",
       "      <td>1, &lt;5mm thick | 2, ≥ 5mm thick</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[effusioin_side] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>122</td>\n",
       "      <td>right_effusion_apperance</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Right Effusion Appearance:</td>\n",
       "      <td>1, Simple: absence of the plankton sign and ab...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[effusioin_side] = '1'</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>123</td>\n",
       "      <td>left_effusion_size</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Left Effusion Size:</td>\n",
       "      <td>1, &lt;5mm thick | 2, ≥ 5mm thick</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[effusioin_side] = '2'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>124</td>\n",
       "      <td>left_efusion_appearance</td>\n",
       "      <td>NaN</td>\n",
       "      <td>radio</td>\n",
       "      <td>Left Effusion Appearance:</td>\n",
       "      <td>1, Simple: absence of the plankton sign and ab...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[effusioin_side] = '2'</td>\n",
       "      <td>y</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     index                 Variables  \\\n",
       "94      94                ultrasound   \n",
       "95      95                 exit_form   \n",
       "96      96         lus_nolusreasonyn   \n",
       "97      97       lus_nolusreasonyn_2   \n",
       "98      98                    lus_id   \n",
       "99      99                  lus_date   \n",
       "100    100             lus_visittype   \n",
       "101    101        patience_postition   \n",
       "102    102              exam_problem   \n",
       "103    103          lus_problem_type   \n",
       "104    104          other_lus_exam_p   \n",
       "105    105                       las   \n",
       "106    106                       lai   \n",
       "107    107                       lls   \n",
       "108    108                        ll   \n",
       "109    109                       lps   \n",
       "110    110                       lpi   \n",
       "111    111                       ras   \n",
       "112    112                       rai   \n",
       "113    113                       rps   \n",
       "114    114                       rpi   \n",
       "115    115                       rls   \n",
       "116    116                        rl   \n",
       "117    117                  ll_spine   \n",
       "118    118                  rl_spine   \n",
       "119    119          pleural_effusion   \n",
       "120    120            effusioin_side   \n",
       "121    121           r_effusion_size   \n",
       "122    122  right_effusion_apperance   \n",
       "123    123        left_effusion_size   \n",
       "124    124   left_efusion_appearance   \n",
       "\n",
       "                                        Section Header   Field Type  \\\n",
       "94                                                 NaN        yesno   \n",
       "95                                                 NaN  descriptive   \n",
       "96                                                 NaN     checkbox   \n",
       "97                                                 NaN         text   \n",
       "98                                                 NaN         text   \n",
       "99                                                 NaN         text   \n",
       "100                                                NaN        radio   \n",
       "101                                                NaN        radio   \n",
       "102                                                NaN        yesno   \n",
       "103                                                NaN     checkbox   \n",
       "104                                                NaN         text   \n",
       "105  Interpretation: (radio buttons, i.e., only one...        radio   \n",
       "106                                                NaN        radio   \n",
       "107                                                NaN        radio   \n",
       "108                                                NaN        radio   \n",
       "109                                                NaN        radio   \n",
       "110                                                NaN        radio   \n",
       "111                                                NaN        radio   \n",
       "112                                                NaN        radio   \n",
       "113                                                NaN        radio   \n",
       "114                                                NaN        radio   \n",
       "115                                                NaN        radio   \n",
       "116                                                NaN        radio   \n",
       "117  Spine Sign Assessment (Abdo Mode) (multiple ch...     checkbox   \n",
       "118                                                NaN     checkbox   \n",
       "119                                                NaN        yesno   \n",
       "120                                                NaN        radio   \n",
       "121                                                NaN        radio   \n",
       "122                                                NaN        radio   \n",
       "123                                                NaN        radio   \n",
       "124                                                NaN        radio   \n",
       "\n",
       "                                           Field Label  \\\n",
       "94                        Lung Ultrasound Collected:     \n",
       "95   <div class=\"rich-text-field-label\"><p><span st...   \n",
       "96                  Reason why LUS was not collected:    \n",
       "97            Other reason why LUS was not collected:    \n",
       "98                            LUS identifier on device   \n",
       "99                       When was this LUS performed:    \n",
       "100          Type of visit for which LUS was performed   \n",
       "101                                 Patient Position:    \n",
       "102                              Problem during exam?    \n",
       "103                               If yes, what kind?:    \n",
       "104                      Other problem during LUS exam   \n",
       "105                                   LAS (Lt Ant Sup)   \n",
       "106                                   LAI (Lt Ant Inf)   \n",
       "107                                   LLS (Lt Lat Sup)   \n",
       "108                                        LL (Lt Lat)   \n",
       "109                                  LPS (Lt Post Sup)   \n",
       "110                                  LPI (Lt Post Inf)   \n",
       "111                                                RAS   \n",
       "112                                                RAI   \n",
       "113                                                RPS   \n",
       "114                                                RPI   \n",
       "115                                                RLS   \n",
       "116                                                 RL   \n",
       "117                                                 LL   \n",
       "118                                                 RL   \n",
       "119                                   Pleural effusion   \n",
       "120                     Pleural effusion: which side?    \n",
       "121                              Right Effusion Size:    \n",
       "122                        Right Effusion Appearance:    \n",
       "123                                Left Effusion Size:   \n",
       "124                          Left Effusion Appearance:   \n",
       "\n",
       "               Choices, Calculations, OR Slider Labels  \\\n",
       "94                                                 NaN   \n",
       "95                                                 NaN   \n",
       "96   1, patient refused | 2, patient deteriorated c...   \n",
       "97                                                 NaN   \n",
       "98                                                 NaN   \n",
       "99                                                 NaN   \n",
       "100  1, D1 | 2, D2-7 admitted patient | 3, D2-7 spo...   \n",
       "101                         1, Sitting | 2, Lying Down   \n",
       "102                                                NaN   \n",
       "103  1, patient crying | 2, patient moved a lot | 3...   \n",
       "104                                                NaN   \n",
       "105  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "106  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "107  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "108  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "109  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "110  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "111  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "112  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "113  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "114  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "115  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "116  1, Normal | 2, >2B-lines | 3, Coalesced B-line...   \n",
       "117  1, Liver/Spleen | 2, Diaphragm | 3, Kidney | 4...   \n",
       "118  1, Liver/Spleen | 2, Diaphragm | 3, Kidney | 4...   \n",
       "119                                                NaN   \n",
       "120                  1, Right | 2, Left | 3, Bilateral   \n",
       "121                     1, <5mm thick | 2, ≥ 5mm thick   \n",
       "122  1, Simple: absence of the plankton sign and ab...   \n",
       "123                     1, <5mm thick | 2, ≥ 5mm thick   \n",
       "124  1, Simple: absence of the plankton sign and ab...   \n",
       "\n",
       "    Text Validation Type OR Show Slider Number  \\\n",
       "94                                         NaN   \n",
       "95                                         NaN   \n",
       "96                                         NaN   \n",
       "97                                         NaN   \n",
       "98                                         NaN   \n",
       "99                                    date_dmy   \n",
       "100                                        NaN   \n",
       "101                                        NaN   \n",
       "102                                        NaN   \n",
       "103                                        NaN   \n",
       "104                                        NaN   \n",
       "105                                        NaN   \n",
       "106                                        NaN   \n",
       "107                                        NaN   \n",
       "108                                        NaN   \n",
       "109                                        NaN   \n",
       "110                                        NaN   \n",
       "111                                        NaN   \n",
       "112                                        NaN   \n",
       "113                                        NaN   \n",
       "114                                        NaN   \n",
       "115                                        NaN   \n",
       "116                                        NaN   \n",
       "117                                        NaN   \n",
       "118                                        NaN   \n",
       "119                                        NaN   \n",
       "120                                        NaN   \n",
       "121                                        NaN   \n",
       "122                                        NaN   \n",
       "123                                        NaN   \n",
       "124                                        NaN   \n",
       "\n",
       "    Branching Logic (Show field only if...) Required Field?  \\\n",
       "94                                      NaN               y   \n",
       "95                       [ultrasound] = '0'             NaN   \n",
       "96                       [ultrasound] = '0'             NaN   \n",
       "97             [lus_nolusreasonyn(3)] = '1'             NaN   \n",
       "98                                      NaN             NaN   \n",
       "99                                      NaN             NaN   \n",
       "100                                     NaN             NaN   \n",
       "101                                     NaN             NaN   \n",
       "102                                     NaN             NaN   \n",
       "103                    [exam_problem] = '1'             NaN   \n",
       "104             [lus_problem_type(4)] = '1'             NaN   \n",
       "105                                     NaN               y   \n",
       "106                                     NaN               y   \n",
       "107                                     NaN               y   \n",
       "108                                     NaN               y   \n",
       "109                                     NaN               y   \n",
       "110                                     NaN               y   \n",
       "111                                     NaN               y   \n",
       "112                                     NaN               y   \n",
       "113                                     NaN               y   \n",
       "114                                     NaN               y   \n",
       "115                                     NaN               y   \n",
       "116                                     NaN               y   \n",
       "117                                     NaN               y   \n",
       "118                                     NaN               y   \n",
       "119                                     NaN               y   \n",
       "120                [pleural_effusion] = '1'             NaN   \n",
       "121                  [effusioin_side] = '1'             NaN   \n",
       "122                  [effusioin_side] = '1'             NaN   \n",
       "123                  [effusioin_side] = '2'               y   \n",
       "124                  [effusioin_side] = '2'               y   \n",
       "\n",
       "         Matrix Group Name  \n",
       "94                     NaN  \n",
       "95                     NaN  \n",
       "96                     NaN  \n",
       "97                     NaN  \n",
       "98                     NaN  \n",
       "99                     NaN  \n",
       "100                    NaN  \n",
       "101                    NaN  \n",
       "102                    NaN  \n",
       "103                    NaN  \n",
       "104                    NaN  \n",
       "105  matrix_interpretation  \n",
       "106  matrix_interpretation  \n",
       "107  matrix_interpretation  \n",
       "108  matrix_interpretation  \n",
       "109  matrix_interpretation  \n",
       "110  matrix_interpretation  \n",
       "111  matrix_interpretation  \n",
       "112  matrix_interpretation  \n",
       "113  matrix_interpretation  \n",
       "114  matrix_interpretation  \n",
       "115  matrix_interpretation  \n",
       "116  matrix_interpretation  \n",
       "117           spine_matrix  \n",
       "118           spine_matrix  \n",
       "119                    NaN  \n",
       "120                    NaN  \n",
       "121                    NaN  \n",
       "122                    NaN  \n",
       "123                    NaN  \n",
       "124                    NaN  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "form_list = renamed_forms_df[\"Forms\"].unique().tolist()\n",
    "cols = [i for i in q2.columns.tolist() if i != \"Forms\"]\n",
    "outs = dict()\n",
    "for k in form_list:\n",
    "    outs[k] = q2[q2[\"Forms\"] == k][cols]\n",
    "# Display results dynamically\n",
    "for k, v in outs.items():\n",
    "    display(Markdown(f'### Form: {k}'))\n",
    "    v = v.dropna(axis=1, how=\"all\")\n",
    "    display(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## New forms\n",
    "\n",
    "New forms did not exist in the reference version of the REDCap data dictionary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Forms</th>\n",
       "      <th>N</th>\n",
       "      <th>Forms0</th>\n",
       "      <th>N0</th>\n",
       "      <th>No changes</th>\n",
       "      <th>Changes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>a_enrollment</td>\n",
       "      <td>4</td>\n",
       "      <td>enrollment</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>a_phone_followup_d8</td>\n",
       "      <td>20</td>\n",
       "      <td>phone_followup_d8</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>Same number of variables</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>b1_screening_registration</td>\n",
       "      <td>19</td>\n",
       "      <td>screening_registration</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>5 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>b2_screening_antibiotic_use</td>\n",
       "      <td>3</td>\n",
       "      <td>screening_antibiotic_use</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>b3_screening_vitalsigns</td>\n",
       "      <td>53</td>\n",
       "      <td>screening_vitalsigns</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>5 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>b_day_8_inperson_followup</td>\n",
       "      <td>34</td>\n",
       "      <td>day_8_inperson_followup</td>\n",
       "      <td>30</td>\n",
       "      <td>0</td>\n",
       "      <td>4 Variables added</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>b_patient_information</td>\n",
       "      <td>15</td>\n",
       "      <td>patient_information</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>Same number of variables</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>c_lung_ultrasound</td>\n",
       "      <td>31</td>\n",
       "      <td>lung_ultrasound</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>4 Variables added</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         Forms   N                    Forms0  N0  No changes  \\\n",
       "0                 a_enrollment   4                enrollment   3           0   \n",
       "1          a_phone_followup_d8  20         phone_followup_d8  20           0   \n",
       "2    b1_screening_registration  19    screening_registration  14           0   \n",
       "3  b2_screening_antibiotic_use   3  screening_antibiotic_use   2           0   \n",
       "4      b3_screening_vitalsigns  53      screening_vitalsigns  48           0   \n",
       "5    b_day_8_inperson_followup  34   day_8_inperson_followup  30           0   \n",
       "6        b_patient_information  15       patient_information  15           0   \n",
       "7            c_lung_ultrasound  31           lung_ultrasound  27           0   \n",
       "\n",
       "                    Changes  \n",
       "0         1 Variables added  \n",
       "1  Same number of variables  \n",
       "2         5 Variables added  \n",
       "3         1 Variables added  \n",
       "4         5 Variables added  \n",
       "5         4 Variables added  \n",
       "6  Same number of variables  \n",
       "7         4 Variables added  "
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| tbl-cap: \"Overview of modifications in new forms\"\n",
    "d2.detectModificationsInRenamedForms(d1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Deleted forms\n",
    "\n",
    "Deleted forms existed in the reference version of the REDCap data dictionary, but no longer exist."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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