map_explore.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/selah/Data/SnomedCT/SnomedCT_UStoICD10CM_20180301T120000Z\n"
     ]
    }
   ],
   "source": [
    "#Read in map and look at some stuff\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "base_dir = \"/Users/selah/Data/SnomedCT/SnomedCT_UStoICD10CM_20180301T120000Z/\"\n",
    "%cd $base_dir"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('tls_Icd10cmHumanReadableMap_US1000124_20180301.tsv', sep='\\t')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>effectiveTime</th>\n",
       "      <th>active</th>\n",
       "      <th>moduleId</th>\n",
       "      <th>refsetId</th>\n",
       "      <th>referencedComponentId</th>\n",
       "      <th>referencedComponentName</th>\n",
       "      <th>mapGroup</th>\n",
       "      <th>mapPriority</th>\n",
       "      <th>mapRule</th>\n",
       "      <th>mapAdvice</th>\n",
       "      <th>mapTarget</th>\n",
       "      <th>mapTargetName</th>\n",
       "      <th>correlationId</th>\n",
       "      <th>mapCategoryId</th>\n",
       "      <th>mapCategoryName</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4c4d2755-e65f-52dc-8353-ecf437495eb8</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10000006</td>\n",
       "      <td>Radiating chest pain</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS R07.9</td>\n",
       "      <td>R07.9</td>\n",
       "      <td>Chest pain, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>f7e1ed02-3107-5a6c-9439-21e9879fb746</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10001005</td>\n",
       "      <td>Bacterial sepsis</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 445518008 | Age at onset of clinical findi...</td>\n",
       "      <td>IF AGE AT ONSET OF CLINICAL FINDING BEFORE 29....</td>\n",
       "      <td>P36.9</td>\n",
       "      <td>Bacterial sepsis of newborn, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>907aa2b0-a832-5254-acdf-6f366e406d2b</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10001005</td>\n",
       "      <td>Bacterial sepsis</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS A41.9 | CONSIDER ADDITIONAL CODE TO IDE...</td>\n",
       "      <td>A41.9</td>\n",
       "      <td>Sepsis, unspecified organism</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0b918513-be22-5059-beb6-e8348dfc631f</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10007009</td>\n",
       "      <td>Coffin-Siris syndrome</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS Q04.8</td>\n",
       "      <td>Q04.8</td>\n",
       "      <td>Other specified congenital malformations of brain</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7f3f0a95-0441-57ba-a58f-03d2f2736c60</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>1001000119102</td>\n",
       "      <td>Pulmonary embolism with pulmonary infarction</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS I26.99</td>\n",
       "      <td>I26.99</td>\n",
       "      <td>Other pulmonary embolism without acute cor pul...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>977608c1-d006-535a-93a7-7a7b75e90814</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>1001000124104</td>\n",
       "      <td>Normal left ventricular systolic function</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447638001</td>\n",
       "      <td>MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3fa74c85-56d0-5819-97e8-80c8d4c053c0</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10017004</td>\n",
       "      <td>Occlusal wear of teeth</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS K03.0</td>\n",
       "      <td>K03.0</td>\n",
       "      <td>Excessive attrition of teeth</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>51537076-a3bf-59f8-aa5f-f571dfcf32cb</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100191000119105</td>\n",
       "      <td>Acquired asymmetry of prostate</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS N42.89</td>\n",
       "      <td>N42.89</td>\n",
       "      <td>Other specified disorders of prostate</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>a0263a65-4056-5cf9-8caa-669afce20189</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100211000119106</td>\n",
       "      <td>Muscle spasm of thoracic back</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS M62.830</td>\n",
       "      <td>M62.830</td>\n",
       "      <td>Muscle spasm of back</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>46693a5c-cef5-5634-8d3c-9f1af40de6fe</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100231000119101</td>\n",
       "      <td>Acquired pericardial cyst</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS I31.8</td>\n",
       "      <td>I31.8</td>\n",
       "      <td>Other specified diseases of pericardium</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>d63e09d0-6bbb-5684-a3e8-37caf50979b5</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10028000</td>\n",
       "      <td>Uncomplicated sedative, hypnotic AND/OR anxiol...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS F13.930</td>\n",
       "      <td>F13.930</td>\n",
       "      <td>Sedative, hypnotic or anxiolytic use, unspecif...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>810fab38-5b41-5370-8637-1274d8ce25d3</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>1003002</td>\n",
       "      <td>Religious discrimination</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS Z60.5</td>\n",
       "      <td>Z60.5</td>\n",
       "      <td>Target of (perceived) adverse discrimination a...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>eb1c05cc-e48f-5069-9d06-d6035462be0d</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10033001</td>\n",
       "      <td>Ehlers-Danlos syndrome, non hydroxylysine defi...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS Q79.6</td>\n",
       "      <td>Q79.6</td>\n",
       "      <td>Ehlers-Danlos syndrome</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>d2fe7941-a511-5859-924e-566beb1b5e46</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10037000</td>\n",
       "      <td>Akatonoesis</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS R41.89</td>\n",
       "      <td>R41.89</td>\n",
       "      <td>Other symptoms and signs involving cognitive f...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>9d451fdc-ed2e-587b-8b12-517baf2cd2dd</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10041001</td>\n",
       "      <td>Tracheal stenosis following tracheostomy</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS J95.03</td>\n",
       "      <td>J95.03</td>\n",
       "      <td>Malfunction of tracheostomy stoma</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>7a103d3d-b419-5b8d-8f37-f3df57e53499</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100451000119108</td>\n",
       "      <td>Pyogenic bacterial arthritis of shoulder</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS M00.819 | CONSIDER ADDITIONAL CODE TO I...</td>\n",
       "      <td>M00.819</td>\n",
       "      <td>Arthritis due to other bacteria, unspecified s...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>dfd85493-1327-5ceb-831d-d56e781d5bd1</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100461000119105</td>\n",
       "      <td>Pyogenic bacterial arthritis of hand</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS M00.849 | CONSIDER ADDITIONAL CODE TO I...</td>\n",
       "      <td>M00.849</td>\n",
       "      <td>Arthritis due to other bacteria, unspecified hand</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>369a4d64-12a4-51f2-8ca3-c08a10d735eb</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100491000119103</td>\n",
       "      <td>Myelopathy due to spinal stenosis of lumbar re...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS M48.061</td>\n",
       "      <td>M48.061</td>\n",
       "      <td>Spinal stenosis, lumbar region without neuroge...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18e92635-15d6-5e1e-95a4-bbdf13b3c11a</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100491000119103</td>\n",
       "      <td>Myelopathy due to spinal stenosis of lumbar re...</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS G95.9</td>\n",
       "      <td>G95.9</td>\n",
       "      <td>Disease of spinal cord, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>229687c1-81a4-5d9f-8b32-642a79f9c7d2</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10050004</td>\n",
       "      <td>Contusion of chest</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 428016006 | Contusion of rib |</td>\n",
       "      <td>IF CONTUSION OF RIB CHOOSE S20.20X? | EPISODE ...</td>\n",
       "      <td>S20.20X?</td>\n",
       "      <td>Contusion of thorax, unspecified, episode of c...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0370ef85-2274-5c5a-a568-f04e8c00b8a0</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10050004</td>\n",
       "      <td>Contusion of chest</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>IFA 448321000124104 | Sternal fracture with re...</td>\n",
       "      <td>IF STERNAL FRACTURE WITH RETROSTERNAL CONTUSIO...</td>\n",
       "      <td>S22.20X?</td>\n",
       "      <td>Unspecified fracture of sternum, episode of ca...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>72bfd8e2-b342-550d-93fe-b9af3f3a119c</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10050004</td>\n",
       "      <td>Contusion of chest</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>IFA 80907003 | Contusion of scapular region |</td>\n",
       "      <td>IF CONTUSION OF SCAPULAR REGION CHOOSE S40.019...</td>\n",
       "      <td>S40.019?</td>\n",
       "      <td>Contusion of unspecified shoulder, episode of ...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>807e3f2a-2f83-5204-9865-01b197258254</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10050004</td>\n",
       "      <td>Contusion of chest</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS S20.219? | CONSIDER LATERALITY SPECIFIC...</td>\n",
       "      <td>S20.219?</td>\n",
       "      <td>Contusion of unspecified front wall of thorax,...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>014059a5-eb06-53fe-81c3-7ff063cbf95d</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10050004</td>\n",
       "      <td>Contusion of chest</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 448321000124104 | Sternal fracture with re...</td>\n",
       "      <td>IF STERNAL FRACTURE WITH RETROSTERNAL CONTUSIO...</td>\n",
       "      <td>S20.219?</td>\n",
       "      <td>Contusion of unspecified front wall of thorax,...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>256dd1d5-020d-516e-a730-1fa00e4ecfe5</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10050004</td>\n",
       "      <td>Contusion of chest</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447638001</td>\n",
       "      <td>MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>437ae4f4-7deb-54e0-91c1-c6b5543e6191</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10051000</td>\n",
       "      <td>Mitral facies</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS I05.0</td>\n",
       "      <td>I05.0</td>\n",
       "      <td>Rheumatic mitral stenosis</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2a425717-9546-546b-961a-0fd96de6a465</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100511000119108</td>\n",
       "      <td>Myelopathy co-occurrent and due to spinal sten...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS M48.04</td>\n",
       "      <td>M48.04</td>\n",
       "      <td>Spinal stenosis, thoracic region</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1da8c048-7000-5b07-8342-845ba82559f0</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>100511000119108</td>\n",
       "      <td>Myelopathy co-occurrent and due to spinal sten...</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS G95.9</td>\n",
       "      <td>G95.9</td>\n",
       "      <td>Disease of spinal cord, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>d28965de-9d0a-54c3-8846-2c496f61b91b</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10057001</td>\n",
       "      <td>Chronic lichenoid pityriasis</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 23854007 | Small plaque parapsoriasis |</td>\n",
       "      <td>IF SMALL PLAQUE PARAPSORIASIS CHOOSE L41.3 | M...</td>\n",
       "      <td>L41.3</td>\n",
       "      <td>Small plaque parapsoriasis</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>c0d4e8c5-cf2c-598f-836a-1985be55780c</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>10057001</td>\n",
       "      <td>Chronic lichenoid pityriasis</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>IFA 67081008 | Large plaque parapsoriasis |</td>\n",
       "      <td>IF LARGE PLAQUE PARAPSORIASIS CHOOSE L41.4 | M...</td>\n",
       "      <td>L41.4</td>\n",
       "      <td>Large plaque parapsoriasis</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199581</th>\n",
       "      <td>6d7090b2-b0e6-579f-a3a3-6c6a7beadd6c</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9971000119105</td>\n",
       "      <td>Spinal stenosis in cervical region with myelop...</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS G99.2 | CONSIDER ADDITIONAL CODE TO IDE...</td>\n",
       "      <td>G99.2</td>\n",
       "      <td>Myelopathy in diseases classified elsewhere</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199582</th>\n",
       "      <td>1567a935-62c1-5d64-bc68-cb1117cfc4a9</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>99711000119104</td>\n",
       "      <td>Organic sleep-wake cycle disorder</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS G47.20</td>\n",
       "      <td>G47.20</td>\n",
       "      <td>Circadian rhythm sleep disorder, unspecified type</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199583</th>\n",
       "      <td>9bed61fc-1d2f-5807-95a7-7989e2d31060</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9972008</td>\n",
       "      <td>Radiating pain</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS R52 | DESCENDANTS NOT EXHAUSTIVELY MAPPED</td>\n",
       "      <td>R52</td>\n",
       "      <td>Pain, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199584</th>\n",
       "      <td>92aeed2f-8eb8-5829-b8ea-dfab4eb729d8</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>99741000119100</td>\n",
       "      <td>Adenocarcinoma in situ in villous adenoma</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS D09.9</td>\n",
       "      <td>D09.9</td>\n",
       "      <td>Carcinoma in situ, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199585</th>\n",
       "      <td>94fe004e-2a1b-5613-aa3d-a28dfce346df</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>99751000119103</td>\n",
       "      <td>Acquired deformity of cornea</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS H18.70</td>\n",
       "      <td>H18.70</td>\n",
       "      <td>Unspecified corneal deformity</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199586</th>\n",
       "      <td>6419eadd-1260-5934-a02f-9e360c7e84c4</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9977002</td>\n",
       "      <td>Blister of ankle with infection</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS S90.529? | CONSIDER LATERALITY SPECIFIC...</td>\n",
       "      <td>S90.529?</td>\n",
       "      <td>Blister (nonthermal), unspecified ankle, episo...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199587</th>\n",
       "      <td>b23e7d5f-1554-53f3-a9e3-4a0cc9bbbfcc</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9977002</td>\n",
       "      <td>Blister of ankle with infection</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 445518008 | Age at onset of clinical findi...</td>\n",
       "      <td>IF AGE AT ONSET OF CLINICAL FINDING BEFORE 29....</td>\n",
       "      <td>P39.4</td>\n",
       "      <td>Neonatal skin infection</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199588</th>\n",
       "      <td>45b6bdbe-5dba-5cb5-9514-0a3d855bdecc</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9977002</td>\n",
       "      <td>Blister of ankle with infection</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS L08.9 | CONSIDER ADDITIONAL CODE TO IDE...</td>\n",
       "      <td>L08.9</td>\n",
       "      <td>Local infection of the skin and subcutaneous t...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199589</th>\n",
       "      <td>0c35a3d5-24a1-5a21-bdde-7381ee784a1f</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9978007</td>\n",
       "      <td>Cortex laceration without open intracranial wo...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 20167009 | Cortex laceration without open ...</td>\n",
       "      <td>IF CORTEX LACERATION WITHOUT OPEN INTRACRANIAL...</td>\n",
       "      <td>S06.2X5?</td>\n",
       "      <td>Diffuse traumatic brain injury with loss of co...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199590</th>\n",
       "      <td>6d945dce-68ee-528c-8c39-92155ccc60a6</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9978007</td>\n",
       "      <td>Cortex laceration without open intracranial wo...</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>IFA 7711006 | Cortex laceration without open i...</td>\n",
       "      <td>IF CORTEX LACERATION WITHOUT OPEN INTRACRANIAL...</td>\n",
       "      <td>S06.2X6?</td>\n",
       "      <td>Diffuse traumatic brain injury with loss of co...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199591</th>\n",
       "      <td>1addd5fd-94ae-5d49-b126-d571c24b4026</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9978007</td>\n",
       "      <td>Cortex laceration without open intracranial wo...</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS S06.2X9? | CONSIDER ADDITIONAL CODE TO ...</td>\n",
       "      <td>S06.2X9?</td>\n",
       "      <td>Diffuse traumatic brain injury with loss of co...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199592</th>\n",
       "      <td>3e777080-43a0-530a-84fc-7272e2b15a90</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 237806007 | Androgen receptor absent |</td>\n",
       "      <td>IF ANDROGEN RECEPTOR ABSENT CHOOSE E34.50 | MA...</td>\n",
       "      <td>E34.50</td>\n",
       "      <td>Androgen insensitivity syndrome, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199593</th>\n",
       "      <td>35f0254e-8add-535e-bd55-9ab3eb97a819</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>IFA 237807003 | Undervirilization |</td>\n",
       "      <td>IF UNDERVIRILIZATION CHOOSE E25.8 | CONSIDER A...</td>\n",
       "      <td>E25.8</td>\n",
       "      <td>Other adrenogenital disorders</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199594</th>\n",
       "      <td>cd6cde0f-8c14-5a77-9681-4f9a63ac0eb2</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>IFA 4107000 | Infertile male syndrome |</td>\n",
       "      <td>IF INFERTILE MALE SYNDROME CHOOSE E34.50 | MAP...</td>\n",
       "      <td>E34.50</td>\n",
       "      <td>Androgen insensitivity syndrome, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199595</th>\n",
       "      <td>dc98a37d-70a2-578c-9b8f-fe3753b8a73c</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>IFA 52832001 | Testicular feminization |</td>\n",
       "      <td>IF TESTICULAR FEMINIZATION CHOOSE E34.51 | MAP...</td>\n",
       "      <td>E34.51</td>\n",
       "      <td>Complete androgen insensitivity syndrome</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199596</th>\n",
       "      <td>564ff06b-85e5-5bc8-b018-153073a3431b</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>IFA 58672003 | Reifenstein syndrome |</td>\n",
       "      <td>IF REIFENSTEIN SYNDROME CHOOSE E34.52 | MAP OF...</td>\n",
       "      <td>E34.52</td>\n",
       "      <td>Partial androgen insensitivity syndrome</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199597</th>\n",
       "      <td>cdbd6a48-c17b-5a89-87b4-c31e78e2a0a5</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>IFA 70140000 | Receptor-positive androgen resi...</td>\n",
       "      <td>IF RECEPTOR-POSITIVE ANDROGEN RESISTANCE SYNDR...</td>\n",
       "      <td>E34.50</td>\n",
       "      <td>Androgen insensitivity syndrome, unspecified</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199598</th>\n",
       "      <td>f8fdbb47-2119-5df7-8b5e-fe0588f2df77</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>IFA 444173008 | Undervirilization of male due ...</td>\n",
       "      <td>IF UNDERVIRILIZATION OF MALE DUE TO STEROIDOGE...</td>\n",
       "      <td>E29.1</td>\n",
       "      <td>Testicular hypofunction</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199599</th>\n",
       "      <td>f672a6bd-0c2a-5126-9661-998151275f4d</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>IFA 67528009 | Incomplete testicular feminizat...</td>\n",
       "      <td>IF INCOMPLETE TESTICULAR FEMINIZATION SYNDROME...</td>\n",
       "      <td>E34.52</td>\n",
       "      <td>Partial androgen insensitivity syndrome</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199600</th>\n",
       "      <td>d69f83e7-e3cd-522e-8941-42482522ffd8</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9979004</td>\n",
       "      <td>Disorder of androgen receptor</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS E34.8</td>\n",
       "      <td>E34.8</td>\n",
       "      <td>Other specified endocrine disorders</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199601</th>\n",
       "      <td>347d9fd8-dcde-5718-a91b-09107b233f21</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>998008</td>\n",
       "      <td>Chagas' disease with heart involvement</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 186813004 | Acute Chagas' disease with hea...</td>\n",
       "      <td>IF ACUTE CHAGAS' DISEASE WITH HEART INVOLVEMEN...</td>\n",
       "      <td>B57.0</td>\n",
       "      <td>Acute Chagas' disease with heart involvement</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199602</th>\n",
       "      <td>085fc6d1-35d8-5d45-b493-49ea35b508f0</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>998008</td>\n",
       "      <td>Chagas' disease with heart involvement</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS B57.2</td>\n",
       "      <td>B57.2</td>\n",
       "      <td>Chagas' disease (chronic) with heart involvement</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199603</th>\n",
       "      <td>79e8376c-06ff-5fdb-85f3-2caba7014e9b</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9982009</td>\n",
       "      <td>Poisoning by cocaine</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>IFA 216583009 | Accidental poisoning by cocaine |</td>\n",
       "      <td>IF ACCIDENTAL POISONING BY COCAINE CHOOSE T40....</td>\n",
       "      <td>T40.5X1?</td>\n",
       "      <td>Poisoning by cocaine, accidental (unintentiona...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199604</th>\n",
       "      <td>e26900b6-5c67-5faa-8677-dd8b3ebb3105</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9982009</td>\n",
       "      <td>Poisoning by cocaine</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>IFA 27956007 | Cocaine intoxication |</td>\n",
       "      <td>IF COCAINE INTOXICATION CHOOSE F14.929 | MAP O...</td>\n",
       "      <td>F14.929</td>\n",
       "      <td>Cocaine use, unspecified with intoxication, un...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199605</th>\n",
       "      <td>d063fe9d-8ef2-5ccc-887f-cb323b62ba64</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9982009</td>\n",
       "      <td>Poisoning by cocaine</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>IFA 290544006 | Intentional cocaine poisoning |</td>\n",
       "      <td>IF INTENTIONAL COCAINE POISONING CHOOSE T40.5X...</td>\n",
       "      <td>T40.5X2?</td>\n",
       "      <td>Poisoning by cocaine, intentional self-harm, e...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199606</th>\n",
       "      <td>66045ca2-6f7c-5a99-a4b4-244cd5a6772d</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9982009</td>\n",
       "      <td>Poisoning by cocaine</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>IFA 291263001 | Intentional poisoning by crack...</td>\n",
       "      <td>IF INTENTIONAL POISONING BY CRACK COCAINE CHOO...</td>\n",
       "      <td>T40.5X2?</td>\n",
       "      <td>Poisoning by cocaine, intentional self-harm, e...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447639009</td>\n",
       "      <td>MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199607</th>\n",
       "      <td>a490665a-78c5-5f40-816e-141c136db574</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9982009</td>\n",
       "      <td>Poisoning by cocaine</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>OTHERWISE TRUE</td>\n",
       "      <td>ALWAYS T40.5X4? | CONSIDER ADDITIONAL CODE TO ...</td>\n",
       "      <td>T40.5X4?</td>\n",
       "      <td>Poisoning by cocaine, undetermined, episode of...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199608</th>\n",
       "      <td>48642947-507d-5140-94f5-3fc78f2b776c</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9984005</td>\n",
       "      <td>Exfoliation of teeth due to systemic disease</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS K08.0 | CONSIDER ADDITIONAL CODE TO IDE...</td>\n",
       "      <td>K08.0</td>\n",
       "      <td>Exfoliation of teeth due to systemic causes</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199609</th>\n",
       "      <td>380a3135-e90a-5675-9c40-add7a74601cf</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9989000</td>\n",
       "      <td>Congenital anomaly of toe</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS Q74.2 | DESCENDANTS NOT EXHAUSTIVELY MA...</td>\n",
       "      <td>Q74.2</td>\n",
       "      <td>Other congenital malformations of lower limb(s...</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199610</th>\n",
       "      <td>dc8224bc-9e32-5326-9989-c97f9c279efb</td>\n",
       "      <td>20180301</td>\n",
       "      <td>1</td>\n",
       "      <td>5991000124107</td>\n",
       "      <td>6011000124106</td>\n",
       "      <td>9991008</td>\n",
       "      <td>Abdominal colic</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>ALWAYS R10.84 | DESCENDANTS NOT EXHAUSTIVELY M...</td>\n",
       "      <td>R10.84</td>\n",
       "      <td>Generalized abdominal pain</td>\n",
       "      <td>447561005</td>\n",
       "      <td>447637006</td>\n",
       "      <td>MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>199611 rows × 16 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          id  effectiveTime  active  \\\n",
       "0       4c4d2755-e65f-52dc-8353-ecf437495eb8       20180301       1   \n",
       "1       f7e1ed02-3107-5a6c-9439-21e9879fb746       20180301       1   \n",
       "2       907aa2b0-a832-5254-acdf-6f366e406d2b       20180301       1   \n",
       "3       0b918513-be22-5059-beb6-e8348dfc631f       20180301       1   \n",
       "4       7f3f0a95-0441-57ba-a58f-03d2f2736c60       20180301       1   \n",
       "5       977608c1-d006-535a-93a7-7a7b75e90814       20180301       1   \n",
       "6       3fa74c85-56d0-5819-97e8-80c8d4c053c0       20180301       1   \n",
       "7       51537076-a3bf-59f8-aa5f-f571dfcf32cb       20180301       1   \n",
       "8       a0263a65-4056-5cf9-8caa-669afce20189       20180301       1   \n",
       "9       46693a5c-cef5-5634-8d3c-9f1af40de6fe       20180301       1   \n",
       "10      d63e09d0-6bbb-5684-a3e8-37caf50979b5       20180301       1   \n",
       "11      810fab38-5b41-5370-8637-1274d8ce25d3       20180301       1   \n",
       "12      eb1c05cc-e48f-5069-9d06-d6035462be0d       20180301       1   \n",
       "13      d2fe7941-a511-5859-924e-566beb1b5e46       20180301       1   \n",
       "14      9d451fdc-ed2e-587b-8b12-517baf2cd2dd       20180301       1   \n",
       "15      7a103d3d-b419-5b8d-8f37-f3df57e53499       20180301       1   \n",
       "16      dfd85493-1327-5ceb-831d-d56e781d5bd1       20180301       1   \n",
       "17      369a4d64-12a4-51f2-8ca3-c08a10d735eb       20180301       1   \n",
       "18      18e92635-15d6-5e1e-95a4-bbdf13b3c11a       20180301       1   \n",
       "19      229687c1-81a4-5d9f-8b32-642a79f9c7d2       20180301       1   \n",
       "20      0370ef85-2274-5c5a-a568-f04e8c00b8a0       20180301       1   \n",
       "21      72bfd8e2-b342-550d-93fe-b9af3f3a119c       20180301       1   \n",
       "22      807e3f2a-2f83-5204-9865-01b197258254       20180301       1   \n",
       "23      014059a5-eb06-53fe-81c3-7ff063cbf95d       20180301       1   \n",
       "24      256dd1d5-020d-516e-a730-1fa00e4ecfe5       20180301       1   \n",
       "25      437ae4f4-7deb-54e0-91c1-c6b5543e6191       20180301       1   \n",
       "26      2a425717-9546-546b-961a-0fd96de6a465       20180301       1   \n",
       "27      1da8c048-7000-5b07-8342-845ba82559f0       20180301       1   \n",
       "28      d28965de-9d0a-54c3-8846-2c496f61b91b       20180301       1   \n",
       "29      c0d4e8c5-cf2c-598f-836a-1985be55780c       20180301       1   \n",
       "...                                      ...            ...     ...   \n",
       "199581  6d7090b2-b0e6-579f-a3a3-6c6a7beadd6c       20180301       1   \n",
       "199582  1567a935-62c1-5d64-bc68-cb1117cfc4a9       20180301       1   \n",
       "199583  9bed61fc-1d2f-5807-95a7-7989e2d31060       20180301       1   \n",
       "199584  92aeed2f-8eb8-5829-b8ea-dfab4eb729d8       20180301       1   \n",
       "199585  94fe004e-2a1b-5613-aa3d-a28dfce346df       20180301       1   \n",
       "199586  6419eadd-1260-5934-a02f-9e360c7e84c4       20180301       1   \n",
       "199587  b23e7d5f-1554-53f3-a9e3-4a0cc9bbbfcc       20180301       1   \n",
       "199588  45b6bdbe-5dba-5cb5-9514-0a3d855bdecc       20180301       1   \n",
       "199589  0c35a3d5-24a1-5a21-bdde-7381ee784a1f       20180301       1   \n",
       "199590  6d945dce-68ee-528c-8c39-92155ccc60a6       20180301       1   \n",
       "199591  1addd5fd-94ae-5d49-b126-d571c24b4026       20180301       1   \n",
       "199592  3e777080-43a0-530a-84fc-7272e2b15a90       20180301       1   \n",
       "199593  35f0254e-8add-535e-bd55-9ab3eb97a819       20180301       1   \n",
       "199594  cd6cde0f-8c14-5a77-9681-4f9a63ac0eb2       20180301       1   \n",
       "199595  dc98a37d-70a2-578c-9b8f-fe3753b8a73c       20180301       1   \n",
       "199596  564ff06b-85e5-5bc8-b018-153073a3431b       20180301       1   \n",
       "199597  cdbd6a48-c17b-5a89-87b4-c31e78e2a0a5       20180301       1   \n",
       "199598  f8fdbb47-2119-5df7-8b5e-fe0588f2df77       20180301       1   \n",
       "199599  f672a6bd-0c2a-5126-9661-998151275f4d       20180301       1   \n",
       "199600  d69f83e7-e3cd-522e-8941-42482522ffd8       20180301       1   \n",
       "199601  347d9fd8-dcde-5718-a91b-09107b233f21       20180301       1   \n",
       "199602  085fc6d1-35d8-5d45-b493-49ea35b508f0       20180301       1   \n",
       "199603  79e8376c-06ff-5fdb-85f3-2caba7014e9b       20180301       1   \n",
       "199604  e26900b6-5c67-5faa-8677-dd8b3ebb3105       20180301       1   \n",
       "199605  d063fe9d-8ef2-5ccc-887f-cb323b62ba64       20180301       1   \n",
       "199606  66045ca2-6f7c-5a99-a4b4-244cd5a6772d       20180301       1   \n",
       "199607  a490665a-78c5-5f40-816e-141c136db574       20180301       1   \n",
       "199608  48642947-507d-5140-94f5-3fc78f2b776c       20180301       1   \n",
       "199609  380a3135-e90a-5675-9c40-add7a74601cf       20180301       1   \n",
       "199610  dc8224bc-9e32-5326-9989-c97f9c279efb       20180301       1   \n",
       "\n",
       "             moduleId       refsetId  referencedComponentId  \\\n",
       "0       5991000124107  6011000124106               10000006   \n",
       "1       5991000124107  6011000124106               10001005   \n",
       "2       5991000124107  6011000124106               10001005   \n",
       "3       5991000124107  6011000124106               10007009   \n",
       "4       5991000124107  6011000124106          1001000119102   \n",
       "5       5991000124107  6011000124106          1001000124104   \n",
       "6       5991000124107  6011000124106               10017004   \n",
       "7       5991000124107  6011000124106        100191000119105   \n",
       "8       5991000124107  6011000124106        100211000119106   \n",
       "9       5991000124107  6011000124106        100231000119101   \n",
       "10      5991000124107  6011000124106               10028000   \n",
       "11      5991000124107  6011000124106                1003002   \n",
       "12      5991000124107  6011000124106               10033001   \n",
       "13      5991000124107  6011000124106               10037000   \n",
       "14      5991000124107  6011000124106               10041001   \n",
       "15      5991000124107  6011000124106        100451000119108   \n",
       "16      5991000124107  6011000124106        100461000119105   \n",
       "17      5991000124107  6011000124106        100491000119103   \n",
       "18      5991000124107  6011000124106        100491000119103   \n",
       "19      5991000124107  6011000124106               10050004   \n",
       "20      5991000124107  6011000124106               10050004   \n",
       "21      5991000124107  6011000124106               10050004   \n",
       "22      5991000124107  6011000124106               10050004   \n",
       "23      5991000124107  6011000124106               10050004   \n",
       "24      5991000124107  6011000124106               10050004   \n",
       "25      5991000124107  6011000124106               10051000   \n",
       "26      5991000124107  6011000124106        100511000119108   \n",
       "27      5991000124107  6011000124106        100511000119108   \n",
       "28      5991000124107  6011000124106               10057001   \n",
       "29      5991000124107  6011000124106               10057001   \n",
       "...               ...            ...                    ...   \n",
       "199581  5991000124107  6011000124106          9971000119105   \n",
       "199582  5991000124107  6011000124106         99711000119104   \n",
       "199583  5991000124107  6011000124106                9972008   \n",
       "199584  5991000124107  6011000124106         99741000119100   \n",
       "199585  5991000124107  6011000124106         99751000119103   \n",
       "199586  5991000124107  6011000124106                9977002   \n",
       "199587  5991000124107  6011000124106                9977002   \n",
       "199588  5991000124107  6011000124106                9977002   \n",
       "199589  5991000124107  6011000124106                9978007   \n",
       "199590  5991000124107  6011000124106                9978007   \n",
       "199591  5991000124107  6011000124106                9978007   \n",
       "199592  5991000124107  6011000124106                9979004   \n",
       "199593  5991000124107  6011000124106                9979004   \n",
       "199594  5991000124107  6011000124106                9979004   \n",
       "199595  5991000124107  6011000124106                9979004   \n",
       "199596  5991000124107  6011000124106                9979004   \n",
       "199597  5991000124107  6011000124106                9979004   \n",
       "199598  5991000124107  6011000124106                9979004   \n",
       "199599  5991000124107  6011000124106                9979004   \n",
       "199600  5991000124107  6011000124106                9979004   \n",
       "199601  5991000124107  6011000124106                 998008   \n",
       "199602  5991000124107  6011000124106                 998008   \n",
       "199603  5991000124107  6011000124106                9982009   \n",
       "199604  5991000124107  6011000124106                9982009   \n",
       "199605  5991000124107  6011000124106                9982009   \n",
       "199606  5991000124107  6011000124106                9982009   \n",
       "199607  5991000124107  6011000124106                9982009   \n",
       "199608  5991000124107  6011000124106                9984005   \n",
       "199609  5991000124107  6011000124106                9989000   \n",
       "199610  5991000124107  6011000124106                9991008   \n",
       "\n",
       "                                  referencedComponentName  mapGroup  \\\n",
       "0                                    Radiating chest pain         1   \n",
       "1                                        Bacterial sepsis         1   \n",
       "2                                        Bacterial sepsis         1   \n",
       "3                                   Coffin-Siris syndrome         1   \n",
       "4            Pulmonary embolism with pulmonary infarction         1   \n",
       "5               Normal left ventricular systolic function         1   \n",
       "6                                  Occlusal wear of teeth         1   \n",
       "7                          Acquired asymmetry of prostate         1   \n",
       "8                           Muscle spasm of thoracic back         1   \n",
       "9                               Acquired pericardial cyst         1   \n",
       "10      Uncomplicated sedative, hypnotic AND/OR anxiol...         1   \n",
       "11                               Religious discrimination         1   \n",
       "12      Ehlers-Danlos syndrome, non hydroxylysine defi...         1   \n",
       "13                                            Akatonoesis         1   \n",
       "14               Tracheal stenosis following tracheostomy         1   \n",
       "15               Pyogenic bacterial arthritis of shoulder         1   \n",
       "16                   Pyogenic bacterial arthritis of hand         1   \n",
       "17      Myelopathy due to spinal stenosis of lumbar re...         1   \n",
       "18      Myelopathy due to spinal stenosis of lumbar re...         2   \n",
       "19                                     Contusion of chest         1   \n",
       "20                                     Contusion of chest         1   \n",
       "21                                     Contusion of chest         1   \n",
       "22                                     Contusion of chest         1   \n",
       "23                                     Contusion of chest         2   \n",
       "24                                     Contusion of chest         2   \n",
       "25                                          Mitral facies         1   \n",
       "26      Myelopathy co-occurrent and due to spinal sten...         1   \n",
       "27      Myelopathy co-occurrent and due to spinal sten...         2   \n",
       "28                           Chronic lichenoid pityriasis         1   \n",
       "29                           Chronic lichenoid pityriasis         1   \n",
       "...                                                   ...       ...   \n",
       "199581  Spinal stenosis in cervical region with myelop...         2   \n",
       "199582                  Organic sleep-wake cycle disorder         1   \n",
       "199583                                     Radiating pain         1   \n",
       "199584          Adenocarcinoma in situ in villous adenoma         1   \n",
       "199585                       Acquired deformity of cornea         1   \n",
       "199586                    Blister of ankle with infection         1   \n",
       "199587                    Blister of ankle with infection         2   \n",
       "199588                    Blister of ankle with infection         2   \n",
       "199589  Cortex laceration without open intracranial wo...         1   \n",
       "199590  Cortex laceration without open intracranial wo...         1   \n",
       "199591  Cortex laceration without open intracranial wo...         1   \n",
       "199592                      Disorder of androgen receptor         1   \n",
       "199593                      Disorder of androgen receptor         1   \n",
       "199594                      Disorder of androgen receptor         1   \n",
       "199595                      Disorder of androgen receptor         1   \n",
       "199596                      Disorder of androgen receptor         1   \n",
       "199597                      Disorder of androgen receptor         1   \n",
       "199598                      Disorder of androgen receptor         1   \n",
       "199599                      Disorder of androgen receptor         1   \n",
       "199600                      Disorder of androgen receptor         1   \n",
       "199601             Chagas' disease with heart involvement         1   \n",
       "199602             Chagas' disease with heart involvement         1   \n",
       "199603                               Poisoning by cocaine         1   \n",
       "199604                               Poisoning by cocaine         1   \n",
       "199605                               Poisoning by cocaine         1   \n",
       "199606                               Poisoning by cocaine         1   \n",
       "199607                               Poisoning by cocaine         1   \n",
       "199608       Exfoliation of teeth due to systemic disease         1   \n",
       "199609                          Congenital anomaly of toe         1   \n",
       "199610                                    Abdominal colic         1   \n",
       "\n",
       "        mapPriority                                            mapRule  \\\n",
       "0                 1                                               TRUE   \n",
       "1                 1  IFA 445518008 | Age at onset of clinical findi...   \n",
       "2                 2                                     OTHERWISE TRUE   \n",
       "3                 1                                               TRUE   \n",
       "4                 1                                               TRUE   \n",
       "5                 1                                               TRUE   \n",
       "6                 1                                               TRUE   \n",
       "7                 1                                               TRUE   \n",
       "8                 1                                               TRUE   \n",
       "9                 1                                               TRUE   \n",
       "10                1                                               TRUE   \n",
       "11                1                                               TRUE   \n",
       "12                1                                               TRUE   \n",
       "13                1                                               TRUE   \n",
       "14                1                                               TRUE   \n",
       "15                1                                               TRUE   \n",
       "16                1                                               TRUE   \n",
       "17                1                                               TRUE   \n",
       "18                1                                               TRUE   \n",
       "19                1                 IFA 428016006 | Contusion of rib |   \n",
       "20                2  IFA 448321000124104 | Sternal fracture with re...   \n",
       "21                3      IFA 80907003 | Contusion of scapular region |   \n",
       "22                4                                     OTHERWISE TRUE   \n",
       "23                1  IFA 448321000124104 | Sternal fracture with re...   \n",
       "24                2                                     OTHERWISE TRUE   \n",
       "25                1                                               TRUE   \n",
       "26                1                                               TRUE   \n",
       "27                1                                               TRUE   \n",
       "28                1        IFA 23854007 | Small plaque parapsoriasis |   \n",
       "29                2        IFA 67081008 | Large plaque parapsoriasis |   \n",
       "...             ...                                                ...   \n",
       "199581            1                                               TRUE   \n",
       "199582            1                                               TRUE   \n",
       "199583            1                                               TRUE   \n",
       "199584            1                                               TRUE   \n",
       "199585            1                                               TRUE   \n",
       "199586            1                                               TRUE   \n",
       "199587            1  IFA 445518008 | Age at onset of clinical findi...   \n",
       "199588            2                                     OTHERWISE TRUE   \n",
       "199589            1  IFA 20167009 | Cortex laceration without open ...   \n",
       "199590            2  IFA 7711006 | Cortex laceration without open i...   \n",
       "199591            3                                     OTHERWISE TRUE   \n",
       "199592            1         IFA 237806007 | Androgen receptor absent |   \n",
       "199593            2                IFA 237807003 | Undervirilization |   \n",
       "199594            3            IFA 4107000 | Infertile male syndrome |   \n",
       "199595            4           IFA 52832001 | Testicular feminization |   \n",
       "199596            5              IFA 58672003 | Reifenstein syndrome |   \n",
       "199597            6  IFA 70140000 | Receptor-positive androgen resi...   \n",
       "199598            7  IFA 444173008 | Undervirilization of male due ...   \n",
       "199599            8  IFA 67528009 | Incomplete testicular feminizat...   \n",
       "199600            9                                     OTHERWISE TRUE   \n",
       "199601            1  IFA 186813004 | Acute Chagas' disease with hea...   \n",
       "199602            2                                     OTHERWISE TRUE   \n",
       "199603            1  IFA 216583009 | Accidental poisoning by cocaine |   \n",
       "199604            2              IFA 27956007 | Cocaine intoxication |   \n",
       "199605            3    IFA 290544006 | Intentional cocaine poisoning |   \n",
       "199606            4  IFA 291263001 | Intentional poisoning by crack...   \n",
       "199607            5                                     OTHERWISE TRUE   \n",
       "199608            1                                               TRUE   \n",
       "199609            1                                               TRUE   \n",
       "199610            1                                               TRUE   \n",
       "\n",
       "                                                mapAdvice mapTarget  \\\n",
       "0                                            ALWAYS R07.9     R07.9   \n",
       "1       IF AGE AT ONSET OF CLINICAL FINDING BEFORE 29....     P36.9   \n",
       "2       ALWAYS A41.9 | CONSIDER ADDITIONAL CODE TO IDE...     A41.9   \n",
       "3                                            ALWAYS Q04.8     Q04.8   \n",
       "4                                           ALWAYS I26.99    I26.99   \n",
       "5       MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...       NaN   \n",
       "6                                            ALWAYS K03.0     K03.0   \n",
       "7                                           ALWAYS N42.89    N42.89   \n",
       "8                                          ALWAYS M62.830   M62.830   \n",
       "9                                            ALWAYS I31.8     I31.8   \n",
       "10                                         ALWAYS F13.930   F13.930   \n",
       "11                                           ALWAYS Z60.5     Z60.5   \n",
       "12                                           ALWAYS Q79.6     Q79.6   \n",
       "13                                          ALWAYS R41.89    R41.89   \n",
       "14                                          ALWAYS J95.03    J95.03   \n",
       "15      ALWAYS M00.819 | CONSIDER ADDITIONAL CODE TO I...   M00.819   \n",
       "16      ALWAYS M00.849 | CONSIDER ADDITIONAL CODE TO I...   M00.849   \n",
       "17                                         ALWAYS M48.061   M48.061   \n",
       "18                                           ALWAYS G95.9     G95.9   \n",
       "19      IF CONTUSION OF RIB CHOOSE S20.20X? | EPISODE ...  S20.20X?   \n",
       "20      IF STERNAL FRACTURE WITH RETROSTERNAL CONTUSIO...  S22.20X?   \n",
       "21      IF CONTUSION OF SCAPULAR REGION CHOOSE S40.019...  S40.019?   \n",
       "22      ALWAYS S20.219? | CONSIDER LATERALITY SPECIFIC...  S20.219?   \n",
       "23      IF STERNAL FRACTURE WITH RETROSTERNAL CONTUSIO...  S20.219?   \n",
       "24      MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...       NaN   \n",
       "25                                           ALWAYS I05.0     I05.0   \n",
       "26                                          ALWAYS M48.04    M48.04   \n",
       "27                                           ALWAYS G95.9     G95.9   \n",
       "28      IF SMALL PLAQUE PARAPSORIASIS CHOOSE L41.3 | M...     L41.3   \n",
       "29      IF LARGE PLAQUE PARAPSORIASIS CHOOSE L41.4 | M...     L41.4   \n",
       "...                                                   ...       ...   \n",
       "199581  ALWAYS G99.2 | CONSIDER ADDITIONAL CODE TO IDE...     G99.2   \n",
       "199582                                      ALWAYS G47.20    G47.20   \n",
       "199583   ALWAYS R52 | DESCENDANTS NOT EXHAUSTIVELY MAPPED       R52   \n",
       "199584                                       ALWAYS D09.9     D09.9   \n",
       "199585                                      ALWAYS H18.70    H18.70   \n",
       "199586  ALWAYS S90.529? | CONSIDER LATERALITY SPECIFIC...  S90.529?   \n",
       "199587  IF AGE AT ONSET OF CLINICAL FINDING BEFORE 29....     P39.4   \n",
       "199588  ALWAYS L08.9 | CONSIDER ADDITIONAL CODE TO IDE...     L08.9   \n",
       "199589  IF CORTEX LACERATION WITHOUT OPEN INTRACRANIAL...  S06.2X5?   \n",
       "199590  IF CORTEX LACERATION WITHOUT OPEN INTRACRANIAL...  S06.2X6?   \n",
       "199591  ALWAYS S06.2X9? | CONSIDER ADDITIONAL CODE TO ...  S06.2X9?   \n",
       "199592  IF ANDROGEN RECEPTOR ABSENT CHOOSE E34.50 | MA...    E34.50   \n",
       "199593  IF UNDERVIRILIZATION CHOOSE E25.8 | CONSIDER A...     E25.8   \n",
       "199594  IF INFERTILE MALE SYNDROME CHOOSE E34.50 | MAP...    E34.50   \n",
       "199595  IF TESTICULAR FEMINIZATION CHOOSE E34.51 | MAP...    E34.51   \n",
       "199596  IF REIFENSTEIN SYNDROME CHOOSE E34.52 | MAP OF...    E34.52   \n",
       "199597  IF RECEPTOR-POSITIVE ANDROGEN RESISTANCE SYNDR...    E34.50   \n",
       "199598  IF UNDERVIRILIZATION OF MALE DUE TO STEROIDOGE...     E29.1   \n",
       "199599  IF INCOMPLETE TESTICULAR FEMINIZATION SYNDROME...    E34.52   \n",
       "199600                                       ALWAYS E34.8     E34.8   \n",
       "199601  IF ACUTE CHAGAS' DISEASE WITH HEART INVOLVEMEN...     B57.0   \n",
       "199602                                       ALWAYS B57.2     B57.2   \n",
       "199603  IF ACCIDENTAL POISONING BY COCAINE CHOOSE T40....  T40.5X1?   \n",
       "199604  IF COCAINE INTOXICATION CHOOSE F14.929 | MAP O...   F14.929   \n",
       "199605  IF INTENTIONAL COCAINE POISONING CHOOSE T40.5X...  T40.5X2?   \n",
       "199606  IF INTENTIONAL POISONING BY CRACK COCAINE CHOO...  T40.5X2?   \n",
       "199607  ALWAYS T40.5X4? | CONSIDER ADDITIONAL CODE TO ...  T40.5X4?   \n",
       "199608  ALWAYS K08.0 | CONSIDER ADDITIONAL CODE TO IDE...     K08.0   \n",
       "199609  ALWAYS Q74.2 | DESCENDANTS NOT EXHAUSTIVELY MA...     Q74.2   \n",
       "199610  ALWAYS R10.84 | DESCENDANTS NOT EXHAUSTIVELY M...    R10.84   \n",
       "\n",
       "                                            mapTargetName  correlationId  \\\n",
       "0                                 Chest pain, unspecified      447561005   \n",
       "1                Bacterial sepsis of newborn, unspecified      447561005   \n",
       "2                            Sepsis, unspecified organism      447561005   \n",
       "3       Other specified congenital malformations of brain      447561005   \n",
       "4       Other pulmonary embolism without acute cor pul...      447561005   \n",
       "5                                                     NaN      447561005   \n",
       "6                            Excessive attrition of teeth      447561005   \n",
       "7                   Other specified disorders of prostate      447561005   \n",
       "8                                    Muscle spasm of back      447561005   \n",
       "9                 Other specified diseases of pericardium      447561005   \n",
       "10      Sedative, hypnotic or anxiolytic use, unspecif...      447561005   \n",
       "11      Target of (perceived) adverse discrimination a...      447561005   \n",
       "12                                 Ehlers-Danlos syndrome      447561005   \n",
       "13      Other symptoms and signs involving cognitive f...      447561005   \n",
       "14                      Malfunction of tracheostomy stoma      447561005   \n",
       "15      Arthritis due to other bacteria, unspecified s...      447561005   \n",
       "16      Arthritis due to other bacteria, unspecified hand      447561005   \n",
       "17      Spinal stenosis, lumbar region without neuroge...      447561005   \n",
       "18                    Disease of spinal cord, unspecified      447561005   \n",
       "19      Contusion of thorax, unspecified, episode of c...      447561005   \n",
       "20      Unspecified fracture of sternum, episode of ca...      447561005   \n",
       "21      Contusion of unspecified shoulder, episode of ...      447561005   \n",
       "22      Contusion of unspecified front wall of thorax,...      447561005   \n",
       "23      Contusion of unspecified front wall of thorax,...      447561005   \n",
       "24                                                    NaN      447561005   \n",
       "25                              Rheumatic mitral stenosis      447561005   \n",
       "26                       Spinal stenosis, thoracic region      447561005   \n",
       "27                    Disease of spinal cord, unspecified      447561005   \n",
       "28                             Small plaque parapsoriasis      447561005   \n",
       "29                             Large plaque parapsoriasis      447561005   \n",
       "...                                                   ...            ...   \n",
       "199581        Myelopathy in diseases classified elsewhere      447561005   \n",
       "199582  Circadian rhythm sleep disorder, unspecified type      447561005   \n",
       "199583                                  Pain, unspecified      447561005   \n",
       "199584                     Carcinoma in situ, unspecified      447561005   \n",
       "199585                      Unspecified corneal deformity      447561005   \n",
       "199586  Blister (nonthermal), unspecified ankle, episo...      447561005   \n",
       "199587                            Neonatal skin infection      447561005   \n",
       "199588  Local infection of the skin and subcutaneous t...      447561005   \n",
       "199589  Diffuse traumatic brain injury with loss of co...      447561005   \n",
       "199590  Diffuse traumatic brain injury with loss of co...      447561005   \n",
       "199591  Diffuse traumatic brain injury with loss of co...      447561005   \n",
       "199592       Androgen insensitivity syndrome, unspecified      447561005   \n",
       "199593                      Other adrenogenital disorders      447561005   \n",
       "199594       Androgen insensitivity syndrome, unspecified      447561005   \n",
       "199595           Complete androgen insensitivity syndrome      447561005   \n",
       "199596            Partial androgen insensitivity syndrome      447561005   \n",
       "199597       Androgen insensitivity syndrome, unspecified      447561005   \n",
       "199598                            Testicular hypofunction      447561005   \n",
       "199599            Partial androgen insensitivity syndrome      447561005   \n",
       "199600                Other specified endocrine disorders      447561005   \n",
       "199601       Acute Chagas' disease with heart involvement      447561005   \n",
       "199602   Chagas' disease (chronic) with heart involvement      447561005   \n",
       "199603  Poisoning by cocaine, accidental (unintentiona...      447561005   \n",
       "199604  Cocaine use, unspecified with intoxication, un...      447561005   \n",
       "199605  Poisoning by cocaine, intentional self-harm, e...      447561005   \n",
       "199606  Poisoning by cocaine, intentional self-harm, e...      447561005   \n",
       "199607  Poisoning by cocaine, undetermined, episode of...      447561005   \n",
       "199608        Exfoliation of teeth due to systemic causes      447561005   \n",
       "199609  Other congenital malformations of lower limb(s...      447561005   \n",
       "199610                         Generalized abdominal pain      447561005   \n",
       "\n",
       "        mapCategoryId                                    mapCategoryName  \n",
       "0           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "1           447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "2           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "3           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "4           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "5           447638001  MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...  \n",
       "6           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "7           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "8           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "9           447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "10          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "11          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "12          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "13          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "14          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "15          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "16          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "17          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "18          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "19          447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "20          447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "21          447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "22          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "23          447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "24          447638001  MAP SOURCE CONCEPT CANNOT BE CLASSIFIED WITH A...  \n",
       "25          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "26          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "27          447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "28          447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "29          447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "...               ...                                                ...  \n",
       "199581      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199582      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199583      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199584      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199585      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199586      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199587      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199588      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199589      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199590      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199591      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199592      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199593      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199594      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199595      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199596      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199597      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199598      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199599      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199600      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199601      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199602      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199603      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199604      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199605      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199606      447639009         MAP OF SOURCE CONCEPT IS CONTEXT DEPENDENT  \n",
       "199607      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199608      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199609      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "199610      447637006          MAP SOURCE CONCEPT IS PROPERLY CLASSIFIED  \n",
       "\n",
       "[199611 rows x 16 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getsnomeds(icd):\n",
    "    return df[df.mapTarget==icd][['referencedComponentId','referencedComponentName']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>referencedComponentId</th>\n",
       "      <th>referencedComponentName</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>10017004</td>\n",
       "      <td>Occlusal wear of teeth</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5303</th>\n",
       "      <td>109582006</td>\n",
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       "    <tr>\n",
       "      <th>5304</th>\n",
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       "      <td>Attrition of tooth crown secondary to masticat...</td>\n",
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       "    <tr>\n",
       "      <th>5306</th>\n",
       "      <td>109584007</td>\n",
       "      <td>Loss of teeth due to attrition</td>\n",
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       "    <tr>\n",
       "      <th>32217</th>\n",
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       "      <th>55499</th>\n",
       "      <td>234977009</td>\n",
       "      <td>Tooth surface loss</td>\n",
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       "    <tr>\n",
       "      <th>134804</th>\n",
       "      <td>404194009</td>\n",
       "      <td>Attrition of tooth due to teeth grinding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140901</th>\n",
       "      <td>42141000</td>\n",
       "      <td>Approximal wear of teeth</td>\n",
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       "    <tr>\n",
       "      <th>157171</th>\n",
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       "    <tr>\n",
       "      <th>159633</th>\n",
       "      <td>53963006</td>\n",
       "      <td>Excessive attrition of teeth</td>\n",
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       "</div>"
      ],
      "text/plain": [
       "        referencedComponentId  \\\n",
       "6                    10017004   \n",
       "5303                109582006   \n",
       "5304                109583001   \n",
       "5306                109584007   \n",
       "32217               196309004   \n",
       "55499               234977009   \n",
       "134804              404194009   \n",
       "140901               42141000   \n",
       "157171               48947008   \n",
       "159146               53042006   \n",
       "159632               53963006   \n",
       "159633               53963006   \n",
       "\n",
       "                                  referencedComponentName  \n",
       "6                                  Occlusal wear of teeth  \n",
       "5303       Attrition of tooth crown associated with aging  \n",
       "5304    Attrition of tooth crown secondary to masticat...  \n",
       "5306                       Loss of teeth due to attrition  \n",
       "32217                               Approximal tooth wear  \n",
       "55499                                  Tooth surface loss  \n",
       "134804           Attrition of tooth due to teeth grinding  \n",
       "140901                           Approximal wear of teeth  \n",
       "157171                           Abnormal tooth attrition  \n",
       "159146                    Irregularities of wear of tooth  \n",
       "159632                       Excessive attrition of teeth  \n",
       "159633                       Excessive attrition of teeth  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "getsnomeds('K03.0')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
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