document_demo.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "sys.path.append(\"../\")\n",
    "import json\n",
    "from argparse import ArgumentParser\n",
    "from datasets import Dataset\n",
    "from transformers import DataCollatorForTokenClassification, BertForTokenClassification, BertTokenizer \n",
    "from transformers import pipeline, AutoTokenizer, AutoModelForTokenClassification\n",
    "from pprint import pprint\n",
    "import pandas as pd\n",
    "\n",
    "import spacy\n",
    "from spacy import displacy\n",
    "\n",
    "\n",
    "def load_data(path):\n",
    "    data = pd.read_csv(path, header=None, delimiter='\\t')\n",
    "    data.columns = ['sent_id', 'text', 'label']\n",
    "    data = data.groupby('sent_id').agg(list).reset_index()\n",
    "    data = [(row.text, row.label) for row in data.itertuples()]\n",
    "    return data\n",
    "\n",
    "def tokenize_with_labels(tokenizer, sent_words, sent_labels, special_label):\n",
    "    tok_sent = []\n",
    "    labels = []\n",
    "    for word, label in zip(sent_words, sent_labels):\n",
    "        if type(word) == str:\n",
    "            tok_word = tokenizer.tokenize(word)\n",
    "            n_subwords = len(tok_word)\n",
    "\n",
    "            tok_sent.extend(tok_word)\n",
    "            labels.extend([label] * n_subwords)\n",
    "    \n",
    "    # Add special tokens\n",
    "    if tok_sent[0] != '[CLS]':\n",
    "        tok_sent.insert(0, '[CLS]')\n",
    "        labels.insert(0, special_label)\n",
    "    if tok_sent[-1] != '[SEP]':\n",
    "        if tok_sent[-1] not in '.!?;':\n",
    "            tok_sent.append('.')\n",
    "            labels.append('O')\n",
    "        tok_sent.append('[SEP]')\n",
    "        labels.append(special_label)\n",
    "\n",
    "    return tok_sent, labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading pipeline\n"
     ]
    }
   ],
   "source": [
    "# raw_train_data = load_data(\"../data/ner_data_formatted/train.tsv\")\n",
    "# raw_test_data = load_data(\"../data/ner_data_formatted/test.tsv\")\n",
    "# raw_train_data = [(i, j) for i, j in raw_train_data if len(i) > 2 and not all(k==\"O\" for k in j)]\n",
    "# raw_test_data = [(i, j) for i, j in raw_test_data if len(i) > 2 and not all(k==\"O\" for k in j)]\n",
    "\n",
    "tokenizer = BertTokenizer(vocab_file=\"/anvil/projects/tdm/corporate/battelle-nl/ADE_NER_2023-02-04_4/vocab.txt\", do_lower_case=False)\n",
    "\n",
    "# # Tokenize data\n",
    "# train_data = [tokenize_with_labels(tokenizer, i, j, '[PAD]') for i, j in raw_train_data if len(i) > 2]\n",
    "# test_data = [tokenize_with_labels(tokenizer, i, j, '[PAD]') for i, j in raw_test_data if len(i) > 2]\n",
    "# train_sents, train_labels = zip(*train_data)\n",
    "# test_sents, test_labels = zip(*test_data)\n",
    "\n",
    "# print(\"Labels:\")\n",
    "# pprint(set([l for sent in train_labels for l in sent])) \n",
    "\n",
    "labels = ['B-ADE',\n",
    "    'B-Dosage',\n",
    "    'B-Drug',\n",
    "    'B-Duration',\n",
    "    'B-Form',\n",
    "    'B-Frequency',\n",
    "    'B-Reason',\n",
    "    'B-Route',\n",
    "    'B-Strength',\n",
    "    'I-ADE',\n",
    "    'I-Dosage',\n",
    "    'I-Drug',\n",
    "    'I-Duration',\n",
    "    'I-Form',\n",
    "    'I-Frequency',\n",
    "    'I-Reason',\n",
    "    'I-Route',\n",
    "    'I-Strength',\n",
    "    'L-ADE',\n",
    "    'L-Dosage',\n",
    "    'L-Drug',\n",
    "    'L-Duration',\n",
    "    'L-Form',\n",
    "    'L-Frequency',\n",
    "    'L-Reason',\n",
    "    'L-Route',\n",
    "    'L-Strength',\n",
    "    'O',\n",
    "    'U-ADE',\n",
    "    'U-Dosage',\n",
    "    'U-Drug',\n",
    "    'U-Duration',\n",
    "    'U-Form',\n",
    "    'U-Frequency',\n",
    "    'U-Reason',\n",
    "    'U-Route',\n",
    "    'U-Strength',\n",
    "    '[PAD]']\n",
    "\n",
    "\n",
    "\n",
    "print(\"Loading pipeline\")\n",
    "nlp = pipeline(\"ner\", model=\"/anvil/projects/tdm/corporate/battelle-nl/ADE_NER_2023-02-04_4\", tokenizer=\"bert-base-cased\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading test.txt\n"
     ]
    }
   ],
   "source": [
    "print(\"Loading test.txt\")\n",
    "\n",
    "# display a menu to pick a file to process\n",
    "files = os.listdir(\"../data/ner_data_formatted/txt/\")\n",
    "file = files[109]\n",
    "\n",
    "text = \"\"\n",
    "lines = []\n",
    "processedlines = []\n",
    "with open(os.path.join(\"../data/ner_data_formatted/txt/\", file)) as f:\n",
    "    for line in f:\n",
    "        text += line\n",
    "        lines.append(line)\n",
    "        processedlines.append(nlp(line))\n",
    "\n",
    "zipped = zip(lines, processedlines)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'end': 417,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 411,\n",
      "  'word': 'cancer'},\n",
      " {'end': 418, 'entity': 'LABEL_27', 'label': 'O', 'start': 417, 'word': ','},\n",
      " {'end': 426,\n",
      "  'entity': 'LABEL_34',\n",
      "  'label': 'U-Reason',\n",
      "  'start': 419,\n",
      "  'word': 'colitis'},\n",
      " {'end': 430, 'entity': 'LABEL_27', 'label': 'O', 'start': 427, 'word': 'NOS'},\n",
      " {'end': 441,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 431,\n",
      "  'word': 'presenting'},\n",
      " {'end': 446, 'entity': 'LABEL_27', 'label': 'O', 'start': 442, 'word': 'with'},\n",
      " {'end': 453,\n",
      "  'entity': 'LABEL_28',\n",
      "  'label': 'U-ADE',\n",
      "  'start': 447,\n",
      "  'word': 'melana'},\n",
      " {'end': 454, 'entity': 'LABEL_27', 'label': 'O', 'start': 453, 'word': '.'},\n",
      " {'end': 463,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 456,\n",
      "  'word': 'Patient'},\n",
      " {'end': 467, 'entity': 'LABEL_27', 'label': 'O', 'start': 464, 'word': 'was'},\n",
      " {'end': 470, 'entity': 'LABEL_27', 'label': 'O', 'start': 468, 'word': 'in'},\n",
      " {'end': 474, 'entity': 'LABEL_27', 'label': 'O', 'start': 471, 'word': 'her'},\n",
      " {'end': 481,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 475,\n",
      "  'word': 'normal'},\n",
      " {'end': 487,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 482,\n",
      "  'word': 'state'},\n",
      " {'end': 490, 'entity': 'LABEL_27', 'label': 'O', 'start': 488, 'word': 'of'},\n",
      " {'end': 497,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 491,\n",
      "  'word': 'health'},\n",
      " {'end': 503,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 498,\n",
      "  'word': 'until'},\n",
      " {'end': 505, 'entity': 'LABEL_27', 'label': 'O', 'start': 504, 'word': '['},\n",
      " {'end': 506, 'entity': 'LABEL_27', 'label': 'O', 'start': 505, 'word': '*'},\n",
      " {'end': 507, 'entity': 'LABEL_27', 'label': 'O', 'start': 506, 'word': '*'},\n",
      " {'end': 511, 'entity': 'LABEL_27', 'label': 'O', 'start': 507, 'word': '2180'},\n",
      " {'end': 512, 'entity': 'LABEL_27', 'label': 'O', 'start': 511, 'word': '-'},\n",
      " {'end': 513, 'entity': 'LABEL_27', 'label': 'O', 'start': 512, 'word': '4'},\n",
      " {'end': 514, 'entity': 'LABEL_27', 'label': 'O', 'start': 513, 'word': '-'},\n",
      " {'end': 515, 'entity': 'LABEL_27', 'label': 'O', 'start': 514, 'word': '8'},\n",
      " {'end': 516, 'entity': 'LABEL_27', 'label': 'O', 'start': 515, 'word': '*'},\n",
      " {'end': 517, 'entity': 'LABEL_27', 'label': 'O', 'start': 516, 'word': '*'},\n",
      " {'end': 518, 'entity': 'LABEL_27', 'label': 'O', 'start': 517, 'word': ']'},\n",
      " {'end': 523, 'entity': 'LABEL_27', 'label': 'O', 'start': 519, 'word': 'when'},\n",
      " {'end': 527, 'entity': 'LABEL_27', 'label': 'O', 'start': 524, 'word': 'she'},\n",
      " {'end': 532, 'entity': 'LABEL_27', 'label': 'O', 'start': 528, 'word': 'felt'},\n",
      " {'end': 539,\n",
      "  'entity': 'LABEL_34',\n",
      "  'label': 'U-Reason',\n",
      "  'start': 533,\n",
      "  'word': 'sweats'},\n",
      " {'end': 542, 'entity': 'LABEL_27', 'label': 'O', 'start': 540, 'word': 'at'},\n",
      " {'end': 548,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 543,\n",
      "  'word': 'night'},\n",
      " {'end': 549, 'entity': 'LABEL_27', 'label': 'O', 'start': 548, 'word': '.'},\n",
      " {'end': 554, 'entity': 'LABEL_27', 'label': 'O', 'start': 551, 'word': 'She'},\n",
      " {'end': 560,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 555,\n",
      "  'word': 'awoke'},\n",
      " {'end': 563, 'entity': 'LABEL_27', 'label': 'O', 'start': 561, 'word': 'on'},\n",
      " {'end': 567, 'entity': 'LABEL_27', 'label': 'O', 'start': 564, 'word': 'the'},\n",
      " {'end': 575,\n",
      "  'entity': 'LABEL_27',\n",
      "  'label': 'O',\n",
      "  'start': 568,\n",
      "  'word': 'morning'},\n",
      " {'end': 578, 'entity': 'LABEL_27', 'label': 'O', 'start': 576, 'word': 'of'},\n",
      " {'end': 580, 'entity': 'LABEL_27', 'label': 'O', 'start': 579, 'word': '['},\n",
      " {'end': 581, 'entity': 'LABEL_27', 'label': 'O', 'start': 580, 'word': '*'},\n",
      " {'end': 582, 'entity': 'LABEL_27', 'label': 'O', 'start': 581, 'word': '*'},\n",
      " {'end': 586, 'entity': 'LABEL_27', 'label': 'O', 'start': 582, 'word': '2180'},\n",
      " {'end': 587, 'entity': 'LABEL_27', 'label': 'O', 'start': 586, 'word': '-'},\n",
      " {'end': 588, 'entity': 'LABEL_27', 'label': 'O', 'start': 587, 'word': '4'},\n",
      " {'end': 589, 'entity': 'LABEL_27', 'label': 'O', 'start': 588, 'word': '-'}]\n",
      "len of ents\n",
      "37\n"
     ]
    }
   ],
   "source": [
    "#process syllables\n",
    "combinedlines = []\n",
    "\n",
    "currlen = 0\n",
    "for item in zipped:\n",
    "    processed = item[1]\n",
    "    combined = []\n",
    "    for i in range(len(processed)):\n",
    "        if processed[i][\"word\"].startswith('##'):\n",
    "            continue\n",
    "        # Otherwise, combine it with the next string if it starts with \"##\"\n",
    "        word = processed[i][\"word\"]\n",
    "        start = processed[i][\"start\"]\n",
    "        end = processed[i][\"end\"]\n",
    "        for j in range(i+1, len(processed)):\n",
    "            if processed[j][\"word\"].startswith('##'):\n",
    "                word += processed[j][\"word\"][2:]\n",
    "                end = processed[j][\"end\"]\n",
    "            else:\n",
    "                break\n",
    "        # consider the previous end\n",
    "        combined.append({\"word\": word, \"entity\": processed[i][\"entity\"], \"start\": start + currlen, \"end\": end + currlen})\n",
    "    currlen += len(item[0])\n",
    "    combinedlines.extend(combined)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "for i in range(len(combinedlines)):\n",
    "    # example output: {'end': None, 'entity': 'LABEL_27', 'index': 131, 'score': 0.9996716, 'start': None, 'word': 'and'}\n",
    "    combinedlines[i][\"label\"] = labels[int(combinedlines[i][\"entity\"].split(\"_\")[1])]\n",
    "    # if i == 0:\n",
    "    #     combined[i][\"start\"] = 0\n",
    "    #     combined[i][\"end\"] = len(combined[i][\"word\"])\n",
    "    # else:\n",
    "    #     combined[i][\"start\"] = combined[i-1][\"end\"] + 2\n",
    "    #     combined[i][\"end\"] = combined[i][\"start\"] + len(combined[i][\"word\"])\n",
    "\n",
    "pprint(combinedlines[102:150])\n",
    "    \n",
    "# Generate the visualization using displacy module\n",
    "# options = {\"ents\": labels}\n",
    "options = {\"ents\": [ent for ent in labels if ent != \"O\"]}\n",
    "\n",
    "print(\"len of ents\")\n",
    "print(len(options[\"ents\"]))\n",
    "# doc = {\"text\": text, \"ents\": [{\"start\": i[\"start\"], \"end\": i[\"end\"], \"label\": i[\"label\"]} for i in combinedlines]}\n",
    "doc = {\"text\": text, \"ents\": [{\"start\": i[\"start\"], \"end\": i[\"end\"], \"label\": i[\"label\"]} for i in combinedlines if i[\"label\"] != \"O\"]}\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">Admission Date:  [**2180-4-9**]              Discharge Date:   [**2180-4-13**]</br></br></br>Service: MEDICINE</br></br>Allergies:</br>Patient recorded as having No Known Allergies to \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Drugs\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       "</br></br>Attending:[**First Name3 (LF) 317**]</br>Chief Complaint:</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    diaphoresis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    black\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bowel\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    movement\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       "</br></br>Major Surgical or Invasive Procedure:</br>Endoscopy</br></br></br>History of Present Illness:</br>87yoW with history of \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    CAD\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       " s/p PCI to LAD [**2177**], CHF with EF 47%,</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    breast\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " cancer, \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    colitis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       " NOS presenting with \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    melana\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-ADE</span>\n",
       "</mark>\n",
       ".  Patient was</br>in her normal state of health until [**2180-4-8**] when she felt \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    sweats\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>at night.  She awoke on the morning of [**2180-4-9**] again \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    diaphoretic\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>with \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    palpitations\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-ADE</span>\n",
       "</mark>\n",
       " and \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    lightheadedness\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ".  She called for help and</br>went to the bathroom where she passed a large \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    black\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bowel\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       "</br>movement.  She noted \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    -\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    epigastric\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    pain\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " that has been ongoing</br>for several weeks.  She denied any abdominal cramping, nausea,</br>or \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    vomiting\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ".</br>.</br>In the ED, initial Hct 26.5. She received \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    one\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    unit\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PRBC\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " and was</br>admitted to MICU.  EGD showed a single non-bleeding \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ulcer\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    at\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    the\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    GE\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    junction\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    blood\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    in\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    the\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    body\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    and\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    fundus\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    of\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    the\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    stomach\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  She</br>received an additional \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    three\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    units\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PRBC\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " overnight and was ruled</br>out for \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    acute\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-ADE</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    coronary\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    syndrome\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-ADE</span>\n",
       "</mark>\n",
       " by three negative sets of</br>cardiac enzymes.  She denied chest pain or shortness of breath.</br>.</br>On ROS she denies fevers, chills, headache, cough, dysuria,</br>hematuria, new \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    skin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-ADE</span>\n",
       "</mark>\n",
       " changes or \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    rashes\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-ADE</span>\n",
       "</mark>\n",
       ".  She does note some RLE</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    muscle\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    cramps\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " for the past few \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    days\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  All other systems per HPI.</br></br>Past Medical History:</br>1.  2-v \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Coronary\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    artery\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    disease\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    s\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    /\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    p\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    MI\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " [**1-/2178**]; Cath with PCI to</br>LCx, LAD; reversible defect IL pMIBI [**1-/2180**], EF 47%</br>2.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Breast\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    cancer\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " s/p B mastectomy</br>3.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Colitis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       " NOS</br>4.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Secundum\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ASD\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " (L -&gt; R), 2+AR, [**11-21**]+MR</br>5.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Squamous\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    cell\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    cancer\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       "</br>6.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Hypothyroid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>7.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Hypercholesterolemia\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>8.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Depression\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>9.  s/p \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Appendectomy\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>10.  s/p TAH</br></br>Social History:</br>lives alone with [**Hospital 2241**] home health aides present</br>at baseline, she dresses herself, walks without assistance, and</br>prepares meals</br>widowed two months ago</br>previously worked in development office at [**Hospital **] Hosp for</br>47yrs</br>denies tob, EtOH</br>.</br>Contact: daughters</br>[**Name (NI) **] [**Telephone/Fax (1) 94693**] (HCP)</br>[**Name (NI) **] [**Telephone/Fax (1) 94694**]</br></br></br>Family History:</br>non-contributory</br></br>Physical Exam:</br>On admission:</br>98.0    94    104/41   14    98%\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    RA\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>Gen:  elderly woman, comfortable, NAD</br>HEENT:  PERRL, anicteric, conjunctiva pale, OP clear with</br>modestly dry \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    MM\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>HEENT:  supple, no LAD, no JVD</br>CV:  RRR, III/VI pansystolic murmur, no s3s4, 2+radial and DP</br>pulses</br>Resp:  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    CTAB\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>Chest:  mastectomy scars, sternal wound 1.5cm diameter, dressed</br>with cream and dry gauze</br>Back:  winged scapula, nontender</br>Abd:  +BS, soft, ttp mid-epigastric, no rebounding or guarding,</br>no HSM</br>Ext:  no edema, mildly ttp right calf</br>Skin:  diffuse nevi on neck, chest, abdomen, B arms, large nevi</br>on abdomen, echymoses on right knee, left arm</br></br></br>Pertinent Results:</br>[**2180-4-9**] 11:40AM   PT-13.5* PTT-19.6* INR(PT)-1.2</br>[**2180-4-9**] 11:40AM   PLT SMR-NORMAL PLT COUNT-250</br>[**2180-4-9**] 11:40AM   NEUTS-88.3* BANDS-0 LYMPHS-9.5* MONOS-2.1</br>EOS-0.1 BASOS-0.1</br>[**2180-4-9**] 11:40AM   WBC-9.4 RBC-3.05* HGB-8.8* HCT-26.5* MCV-87</br>MCH-28.7 MCHC-33.0 RDW-13.1</br>[**2180-4-9**] 11:40AM   \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DIGOXIN\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    -\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       "1.1</br>[**2180-4-9**] 11:40AM   CK(CPK)-63</br>[**2180-4-9**] 11:40AM   GLUCOSE-165* UREA N-92* CREAT-1.2* SODIUM-141</br>POTASSIUM-5.2* \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    CHLORIDE\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       "-106 TOTAL CO2-24 ANION GAP-16</br>[**2180-4-9**] 12:44PM URINE  BLOOD-SM NITRITE-NEG PROTEIN-NEG</br>GLUCOSE-NEG KETONE-NEG BILIRUBIN-NEG UROBILNGN-NEG PH-5.0</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    LEUK\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    -\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    TR\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       "</br>[**2180-4-9**] 12:44PM URINE  COLOR-Straw APPEAR-Clear SP [**Last Name (un) 155**]-1.013</br>[**2180-4-9**] 08:10PM   HCT-26.9*</br>[**2180-4-9**] 08:10PM   CK(CPK)-62</br></br>EGD Report:  Impression: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Angioectasia\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    in\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    the\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    stomach\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " body</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Ulcers\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    in\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    the\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    distal\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    esophagus\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       "</br>Recommendations: EGD in 2 months: Scheduled with Dr. [**Last Name (STitle) **] and</br>Dr. [**Last Name (STitle) 7307**] for [**6-8**] (thursday) at 10:30 am. Pt to be on</br>[**Hospital Ward Name 121**] 8 at 9:30 am. Please hold \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    asa\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " and \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    plavix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " for \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Duration</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    week\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Duration</span>\n",
       "</mark>\n",
       " if ok</br>with primary team.</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    High\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    dose\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " (\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    double\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    dose\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       ") \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PPI\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       "</br>Additional notes: The attending physician was present for the</br>entire procedure. Biopsies of esophagus not performed due to</br>recent bleeding and recent \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ASA\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " and \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    plavix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " use. Will bring back</br>after therapy for reassessment.</br></br></br>Brief Hospital Course:</br>87yo woman with history of \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    coronary\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    artery\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    disease\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ", congestive</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    heart\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    failure\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ", presenting with \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    diaphoresis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    melana\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ", and found to</br>have \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    upper\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    GI\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bleed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  During her hospitalization, the following</br>problems were addressed:.</br>#.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    GI\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bleed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ":  Patient was initially admitted to the ICU and</br>transfused \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    three\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    units\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PRBC\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ".  Emergent EGD was done in the MICU</br>showing an \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ulcer\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       " at the GE junction, but it was too obscured by</br>blood for further investigation.  She was monitored overnight in</br>the MICU and then transferred to the floor.  She underwent</br>repeat EGD which showed two \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    distal\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-ADE</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    esophageal\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-ADE</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ulcers\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  It was</br>later noted that the patient had been taking only a minimal</br>amount of water with her weekly \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ", and this was thought to</br>be the cause.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " was held until further discussion with</br>the patient's primary care physician, [**Last Name (NamePattern4) **]. [**First Name (STitle) **], can be had.</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Aspirin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " and \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Plavis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " were also held, and she was treated with big</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    iv\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Protonix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ".  Hct stabilized, and her diet was advanced.  She</br>was discharged to home on \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Prevacid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    30mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " [**Hospital1 **], liquid formula. She</br>will resume taking \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Plavix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    75mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " on [**2180-4-19**].  She was</br>instructed to resume \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Aspirin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    81mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " 4 weeks after discharge.</br> She will follow-up with Dr. [**First Name (STitle) **] to review her hospital</br>course On [**2180-4-18**].  She will follow-up with Dr. [**Last Name (STitle) **] for</br>repeat endoscopy [**2180-6-8**], 8 weeks after initial</br>evaluation.</br>#.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Leg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    twitching\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-ADE</span>\n",
       "</mark>\n",
       ":  On day two of her hospitalization the</br>patient began complaining of \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bilateral\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    leg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    twitching\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  A</br>neurology consult was called and found her exam to be consistent</br>with \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    myoclonus\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-ADE</span>\n",
       "</mark>\n",
       " due to metabolic insult.  Specifically they felt</br>the \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    elevated\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-ADE</span>\n",
       "</mark>\n",
       " urea level after her GI \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bleed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " likely resulted in</br>the \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    muscle\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    spasms\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  Other sources of metabolic insult were</br>evaluated including tests for thyroid function, and were</br>nondiagnostic.  The neurology services believed it would resolve</br>spontaneously with clearance of the urea.  The remainder of her</br>neurologic exam was within normal limits.</br>#.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    CAD\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ":  There were no acute issues.  She was ruled out for</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    acute\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    MI\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       " and continued on her outpatient regimen of \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    captopril\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ",</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    carvedilol\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ", and \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    statin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " for \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    secondary\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    prevention\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ".  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Plavix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " will be</br>restarted [**2180-4-19**], \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    aspirin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " 4weeks after discharge..</br>#.  CRI:  Baseline creatinine 1.0-1.1, and was elevated as high</br>as 1.3 during her hospitalization.  It was thought to be</br>prerenal in etiology and treated with gentle \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    iv\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    fluids\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ".</br>#.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Hypothyroid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ":  continued \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Synthroid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " per outpatient regimen.  A</br>TSH was checked and was mildly elevated at 4.4; however, free T4</br>was within normal limits at 1.6.</br>#.  Psych:  continued \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    citalopram\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    trazadone\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " per outpatient</br>regimen</br>#.  \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Osteoporosis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ":  We discontinued \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    weekly\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " out of concern</br>that this was related to the developed of \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    GE\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-ADE</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ulcers\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-ADE</span>\n",
       "</mark>\n",
       ".  The</br>patient was instructed to discuss resuming \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " with her</br>primary care physician.</br>#.  Dispo:  The patient was discharged to home.  She has full</br>time home health aides.  Health care proxy is her daughter [**Name (NI) **]</br>[**Telephone/Fax (1) 94693**].  She will follow-up with Dr. [**First Name (STitle) **] [**2180-4-18**].</br></br>Medications on Admission:</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Captopril\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    25mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " [**Hospital1 **]</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Citalopram\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    60mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Coreg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    6\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    .\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    25mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " [**Hospital1 **]</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Digoxin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    0\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    .\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    125mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Folate\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    4mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Trazodone\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    50mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    qHS\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    70mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    qweek\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Lasix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    40mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Levothyroxine\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    75mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Plavis\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    75mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Zocor\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    20mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br></br>Discharge Medications:</br>1. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Captopril\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    25\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    BID\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       " (\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    2\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    times\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " a</br>day).</br>2. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Citalopram\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Hydrobromide\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    20\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Three\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    3\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DAILY\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " (\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ").</br>3. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Carvedilol\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    3\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    .\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    125\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Two\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    2\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    BID\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " (2</br>times \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    a\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    day\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ").</br>4. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Folic\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Acid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DAILY\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ").</br></br>5. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Levothyroxine\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Sodium\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    50\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mcg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    QOD\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>().</br>6. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Levothyroxine\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Sodium\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    50\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mcg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    :\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    0\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    .\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    5\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    QOD\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " ().</br></br>7. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Silver\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Sulfadiazine\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    %\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Cream\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Appl\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Topical\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DAILY\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       "Daily) \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    as\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    needed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ".</br>8. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Digoxin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    125\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mcg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DAILY\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Daily\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ").</br></br>9. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Lorazepam\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    0\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    .\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    5\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    HS\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " (at</br>bedtime) as \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    needed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       " for \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    anxiety\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ", \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    sleeplessness\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ".</br>10. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Trazodone\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    HCl\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    50\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    HS\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       " (at</br>bedtime) as \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    needed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       " for \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    sleeplessness\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ".</br>11. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Furosemide\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    40\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DAILY\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>(Daily).</br>12. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Simvastatin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    10\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Two\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    2\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    DAILY\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>(Daily).</br>13. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Docusate\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Sodium\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    100\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Capsule\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Capsule\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    BID\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Frequency</span>\n",
       "</mark>\n",
       "</br>(\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    2\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    times\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    a\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    day\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ").</br>14. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Plavix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    75\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " Sig: \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    One\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    1\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Dosage</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Dosage</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Tablet\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    once\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    a\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    day\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ":</br>Please do not start taking this medication until [**2180-4-19**].</br>15. \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Prevacid\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    30\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Susp\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Form</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ,\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Form</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Delayed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Release\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    for\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Form</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Recon\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Form</span>\n",
       "</mark>\n",
       " Sig: Thirty</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    (\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    30\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       "\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    )\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    mg\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Strength</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    PO\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Route</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    twice\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    a\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Frequency</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    day\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Frequency</span>\n",
       "</mark>\n",
       ".</br>Disp:*qs mg* Refills:*2*</br></br></br>Discharge Disposition:</br>Home</br></br>Discharge Diagnosis:</br>Primary:</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Upper\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    GI\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bleed\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       "</br>.</br>Secondary:</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Coronary\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    artery\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    disease\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       "</br>\n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Congestive\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    heart\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">I-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    failure\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       "</br></br></br>Discharge Condition:</br>stable</br></br>Discharge Instructions:</br>If you develop any further episodes of \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    bleeding\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Reason</span>\n",
       "</mark>\n",
       ", or if you</br>develop dizziness, lightheadedness, \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    chest\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">B-Reason</span>\n",
       "</mark>\n",
       " \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    pain\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Reason</span>\n",
       "</mark>\n",
       ", shortness of</br>breath, abdominal cramps, fever, or any other concerning</br>symptom, please contact your primary care physician [**Name Initial (PRE) **]/or</br>return to the emergency department.</br>.</br>Please follow-up for a repeat endoscopy on [**2180-6-8**].</br>.</br>Please do not restart your \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Plavix\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " until next Wednesday [**2180-4-19**].</br>Please resume taking \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    aspirin\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " in 4 \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    weeks\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">L-Duration</span>\n",
       "</mark>\n",
       ".</br>Please do not take \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " again until you discuss this further</br>with Dr. [**First Name (STitle) **].  Taking \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    Fosamax\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-Drug</span>\n",
       "</mark>\n",
       " without sufficient water may</br>have been related to development of the \n",
       "<mark class=\"entity\" style=\"background: #ddd; padding: 0.45em 0.6em; margin: 0 0.25em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699);\">\n",
       "    ulcers\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); border-radius: 0.35em; box-shadow: 2px 4px 6px rgba(0, 0, 0, 0.699); vertical-align: middle; margin-left: 0.5rem\">U-ADE</span>\n",
       "</mark>\n",
       ".</br></br>Followup Instructions:</br>Provider: [**First Name4 (NamePattern1) **] [**Last Name (NamePattern1) 1982**], MD Where: [**Hospital Ward Name **] BUILDING ([**Hospital Ward Name **]</br>COMPLEX)  Phone:[**Telephone/Fax (1) 1983**] Date/Time:[**2180-6-8**] 8:30</br>Provider: [**Name10 (NameIs) **] WEST,ROOM ONE GI ROOMS Where: GI ROOMS</br>Date/Time:[**2180-6-8**] 8:30</br>.</br>Please follow-up with Dr. [**First Name (STitle) **] Tuesday [**2180-4-18**] at</br>3:00pm. You can call [**Telephone/Fax (1) 40745**] with any questions or</br>concerns.</br></br></br></br></div></span>"
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