{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "detaildf = pd.read_csv('../ClinicalTrialCSV/JRCT20241128Cancer.csv', index_col=0)\n",
    "targetdf = pd.read_csv('../ClinicalTrialCSV/20241128Target.csv',index_col=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>JRCT ID</th>\n",
       "      <th>Target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>jRCT1032240511</td>\n",
       "      <td>がん患者の疼痛</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>jRCT1032240506</td>\n",
       "      <td>卵巣がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>jRCT1042240125</td>\n",
       "      <td>膵嚢胞、慢性膵炎、家族性膵がん及び遺伝性膵がん家族歴を有する症例、糖尿病症例（新規発症・急性...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>jRCT1052240186</td>\n",
       "      <td>肺がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>jRCT1030240477</td>\n",
       "      <td>固形がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>jRCT2080224549</td>\n",
       "      <td>進行性悪性黒色腫</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>jRCTs051180046</td>\n",
       "      <td>乳がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>jRCT2091220364</td>\n",
       "      <td>ALK遺伝子異常を有する希少がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>jRCT2080223823</td>\n",
       "      <td>Part1：固形がん\\nPart2：頭頸部がん，尿路上皮がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>jRCT1090220224</td>\n",
       "      <td>下腹部消化器がん</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>236 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            JRCT ID                                             Target\n",
       "0    jRCT1032240511                                            がん患者の疼痛\n",
       "1    jRCT1032240506                                               卵巣がん\n",
       "2    jRCT1042240125  膵嚢胞、慢性膵炎、家族性膵がん及び遺伝性膵がん家族歴を有する症例、糖尿病症例（新規発症・急性...\n",
       "3    jRCT1052240186                                                肺がん\n",
       "4    jRCT1030240477                                               固形がん\n",
       "..              ...                                                ...\n",
       "231  jRCT2080224549                                           進行性悪性黒色腫\n",
       "232  jRCTs051180046                                                乳がん\n",
       "233  jRCT2091220364                                   ALK遺伝子異常を有する希少がん\n",
       "234  jRCT2080223823                     Part1：固形がん\\nPart2：頭頸部がん，尿路上皮がん\n",
       "235  jRCT1090220224                                          下腹部消化器がん \n",
       "\n",
       "[236 rows x 2 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "targetdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "merged_df = pd.merge(targetdf, detaildf, on=\"JRCT ID\", how=\"inner\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>JRCT ID</th>\n",
       "      <th>Target</th>\n",
       "      <th>Title</th>\n",
       "      <th>研究・治験の目的</th>\n",
       "      <th>試験の種類</th>\n",
       "      <th>無作為化</th>\n",
       "      <th>盲検化</th>\n",
       "      <th>対照</th>\n",
       "      <th>割付け</th>\n",
       "      <th>研究目的</th>\n",
       "      <th>...</th>\n",
       "      <th>assignment</th>\n",
       "      <th>purpose</th>\n",
       "      <th>Inclusion Criteria</th>\n",
       "      <th>Exclusion Criteria</th>\n",
       "      <th>Age Minimum</th>\n",
       "      <th>Age Maximum</th>\n",
       "      <th>Gender</th>\n",
       "      <th>Discontinuation Criteria</th>\n",
       "      <th>Keyword</th>\n",
       "      <th>Intervention(s)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>jRCT1032240511</td>\n",
       "      <td>がん患者の疼痛</td>\n",
       "      <td>進行がん患者の痛みに対する交番磁界治療器の至適な治療時間の条件に関する多施設共同研究</td>\n",
       "      <td>交番磁界治療器を用いた自宅での疼痛治療について、進行がん患者が治療の継続が可能と考える治療時...</td>\n",
       "      <td>介入研究</td>\n",
       "      <td>単一群</td>\n",
       "      <td>非盲検</td>\n",
       "      <td>非対照</td>\n",
       "      <td>単群比較</td>\n",
       "      <td>その他</td>\n",
       "      <td>...</td>\n",
       "      <td>single assignment</td>\n",
       "      <td>other</td>\n",
       "      <td>1. Age 18 years or older on the day of consent...</td>\n",
       "      <td>1. There is a skin disorder in the painful are...</td>\n",
       "      <td>18age old over</td>\n",
       "      <td>No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Four pads of the alternating magnetic field th...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>jRCT1032240506</td>\n",
       "      <td>卵巣がん</td>\n",
       "      <td>卵巣腫瘍手術での術中低圧換気介入による術中出血量に及ぼす影響:ランダム化比較試験</td>\n",
       "      <td>卵巣悪性腫瘍手術は高侵襲な手術であり輸血率の高い手術である。一方で輸血により癌の予後が悪化す...</td>\n",
       "      <td>介入研究</td>\n",
       "      <td>無作為化比較</td>\n",
       "      <td>単盲検</td>\n",
       "      <td>実薬（治療）対照</td>\n",
       "      <td>並行群間比較</td>\n",
       "      <td>治療</td>\n",
       "      <td>...</td>\n",
       "      <td>parallel assignment</td>\n",
       "      <td>treatment purpose</td>\n",
       "      <td>Patients undergoing ovarian cancer surgery at ...</td>\n",
       "      <td>1.Minors\\n\\r\\n2.Emergency surgery\\n\\r\\n3.Patie...</td>\n",
       "      <td>18age old over</td>\n",
       "      <td>100age old not</td>\n",
       "      <td>Female</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Low-pressure ventilation and low venous pressu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>jRCT1042240125</td>\n",
       "      <td>膵嚢胞、慢性膵炎、家族性膵がん及び遺伝性膵がん家族歴を有する症例、糖尿病症例（新規発症・急性...</td>\n",
       "      <td>Liquid Biopsyによる膵がん早期診断法の開発</td>\n",
       "      <td>本研究では、膵がん高危険群である膵のう胞性病変等を対象にサーベイランスプログラムを立ち上げ、...</td>\n",
       "      <td>観察研究</td>\n",
       "      <td>単一群</td>\n",
       "      <td>非盲検</td>\n",
       "      <td>非対照</td>\n",
       "      <td>単群比較</td>\n",
       "      <td>診断</td>\n",
       "      <td>...</td>\n",
       "      <td>single assignment</td>\n",
       "      <td>diagnostic purpose</td>\n",
       "      <td>1. Cases diagnosed as high-risk group for panc...</td>\n",
       "      <td>1. Post-Pancreatic Surgery Cases\\n\\r\\n2. Cases...</td>\n",
       "      <td>20age old over</td>\n",
       "      <td>No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>jRCT1052240186</td>\n",
       "      <td>肺がん</td>\n",
       "      <td>トリモーダルプレハビリテーションが周術期の睡眠に及ぼす影響の検討：ランダム化比較試験</td>\n",
       "      <td>術前の介入により、介入群の方が対照群に比べて入院直後の睡眠効率が良いかどうかを検討すること</td>\n",
       "      <td>介入研究</td>\n",
       "      <td>無作為化比較</td>\n",
       "      <td>非盲検</td>\n",
       "      <td>無治療対照/標準治療対照</td>\n",
       "      <td>単群比較</td>\n",
       "      <td>予防</td>\n",
       "      <td>...</td>\n",
       "      <td>single assignment</td>\n",
       "      <td>prevention purpose</td>\n",
       "      <td>1) Patients aged 20 and over \\n\\r\\n2) Lung can...</td>\n",
       "      <td>1) Patients who do not agree \\n\\r\\n2) Patients...</td>\n",
       "      <td>20age old over</td>\n",
       "      <td>No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Malignancy</td>\n",
       "      <td>Intervention for the Experimental Group:\\n\\r\\n...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>jRCT1030240477</td>\n",
       "      <td>固形がん</td>\n",
       "      <td>プレシジョンオンコロジーを加速するためのスコアリングシステムを開発する研究</td>\n",
       "      <td>本研究の目的は、がん遺伝子パネル検査後、国立がん研究センター中央病院を受診した患者のデータを...</td>\n",
       "      <td>観察研究</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>その他</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>other</td>\n",
       "      <td>1. Physicians who performed cancer gene panel ...</td>\n",
       "      <td>Physicians deemed inappropriate by the Princip...</td>\n",
       "      <td>No limit</td>\n",
       "      <td>No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Genotype-matched trial</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>jRCT2080224549</td>\n",
       "      <td>進行性悪性黒色腫</td>\n",
       "      <td>進行性悪性黒色腫患者を対象としたGEN0101の皮内投与と、ペムブロリズマブ（抗PD-1抗体...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>介入研究</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>&lt;p&gt;Both&lt;/p&gt;</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>investigational material(s)&lt;br&gt;\\nGeneric name ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>jRCTs051180046</td>\n",
       "      <td>乳がん</td>\n",
       "      <td>造影CT及び造影MRIを用いた乳がんセンチネルリンパ節転移診断による腋窩手術回避に関する研究</td>\n",
       "      <td>原発乳がん患者に対して、造影CTとMRIを用いた転移診断により、転移陰性例に腋窩手術を安全に...</td>\n",
       "      <td>介入研究</td>\n",
       "      <td>単一群</td>\n",
       "      <td>非盲検</td>\n",
       "      <td>ヒストリカルコントロール</td>\n",
       "      <td>単群比較</td>\n",
       "      <td>治療</td>\n",
       "      <td>...</td>\n",
       "      <td>single assignment</td>\n",
       "      <td>treatment purpose</td>\n",
       "      <td>1.T1-2 primary breast cancer\\n\\r\\n2.Clinically...</td>\n",
       "      <td>1.Contraindication of contrast agents\\n\\r\\n2.P...</td>\n",
       "      <td>18age old over</td>\n",
       "      <td>No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Breast cancer</td>\n",
       "      <td>Identify the sentinel node by contrast-enhance...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>jRCT2091220364</td>\n",
       "      <td>ALK遺伝子異常を有する希少がん</td>\n",
       "      <td>ALK遺伝子異常を有する希少がんに対するアレクチニブの医師主導治験</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>非盲検</td>\n",
       "      <td>無対照</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Age 7Month Week Day Hour over</td>\n",
       "      <td>Age Month Week Day Hour No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Intervention type:DRUG\\n\\nName of intervention...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>jRCT2080223823</td>\n",
       "      <td>Part1：固形がん\\nPart2：頭頸部がん，尿路上皮がん</td>\n",
       "      <td>固形がん患者を対象としたE7130 の臨床第1相試験</td>\n",
       "      <td>NaN</td>\n",
       "      <td>介入研究</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>&lt;p&gt;Both&lt;/p&gt;</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>investigational material(s)&lt;br&gt;\\nGeneric name ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>jRCT1090220224</td>\n",
       "      <td>下腹部消化器がん</td>\n",
       "      <td>体幹部神経ブロック後のレボブピバカインの血中濃度の変化</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>非盲検</td>\n",
       "      <td>無対照</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>20Age Month Week Day Hour over</td>\n",
       "      <td>Age Month Week Day Hour No limit</td>\n",
       "      <td>Both</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Intervention type:\\n\\nName of intervention:\\n\\...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>236 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            JRCT ID                                             Target  \\\n",
       "0    jRCT1032240511                                            がん患者の疼痛   \n",
       "1    jRCT1032240506                                               卵巣がん   \n",
       "2    jRCT1042240125  膵嚢胞、慢性膵炎、家族性膵がん及び遺伝性膵がん家族歴を有する症例、糖尿病症例（新規発症・急性...   \n",
       "3    jRCT1052240186                                                肺がん   \n",
       "4    jRCT1030240477                                               固形がん   \n",
       "..              ...                                                ...   \n",
       "231  jRCT2080224549                                           進行性悪性黒色腫   \n",
       "232  jRCTs051180046                                                乳がん   \n",
       "233  jRCT2091220364                                   ALK遺伝子異常を有する希少がん   \n",
       "234  jRCT2080223823                     Part1：固形がん\\nPart2：頭頸部がん，尿路上皮がん   \n",
       "235  jRCT1090220224                                          下腹部消化器がん    \n",
       "\n",
       "                                                 Title  \\\n",
       "0           進行がん患者の痛みに対する交番磁界治療器の至適な治療時間の条件に関する多施設共同研究   \n",
       "1             卵巣腫瘍手術での術中低圧換気介入による術中出血量に及ぼす影響:ランダム化比較試験   \n",
       "2                          Liquid Biopsyによる膵がん早期診断法の開発   \n",
       "3           トリモーダルプレハビリテーションが周術期の睡眠に及ぼす影響の検討：ランダム化比較試験   \n",
       "4                プレシジョンオンコロジーを加速するためのスコアリングシステムを開発する研究   \n",
       "..                                                 ...   \n",
       "231  進行性悪性黒色腫患者を対象としたGEN0101の皮内投与と、ペムブロリズマブ（抗PD-1抗体...   \n",
       "232     造影CT及び造影MRIを用いた乳がんセンチネルリンパ節転移診断による腋窩手術回避に関する研究   \n",
       "233                  ALK遺伝子異常を有する希少がんに対するアレクチニブの医師主導治験   \n",
       "234                         固形がん患者を対象としたE7130 の臨床第1相試験   \n",
       "235                       体幹部神経ブロック後のレボブピバカインの血中濃度の変化    \n",
       "\n",
       "                                              研究・治験の目的 試験の種類    無作為化  盲検化  \\\n",
       "0    交番磁界治療器を用いた自宅での疼痛治療について、進行がん患者が治療の継続が可能と考える治療時...  介入研究     単一群  非盲検   \n",
       "1    卵巣悪性腫瘍手術は高侵襲な手術であり輸血率の高い手術である。一方で輸血により癌の予後が悪化す...  介入研究  無作為化比較  単盲検   \n",
       "2    本研究では、膵がん高危険群である膵のう胞性病変等を対象にサーベイランスプログラムを立ち上げ、...  観察研究     単一群  非盲検   \n",
       "3        術前の介入により、介入群の方が対照群に比べて入院直後の睡眠効率が良いかどうかを検討すること  介入研究  無作為化比較  非盲検   \n",
       "4    本研究の目的は、がん遺伝子パネル検査後、国立がん研究センター中央病院を受診した患者のデータを...  観察研究     NaN  NaN   \n",
       "..                                                 ...   ...     ...  ...   \n",
       "231                                                NaN  介入研究     NaN  NaN   \n",
       "232  原発乳がん患者に対して、造影CTとMRIを用いた転移診断により、転移陰性例に腋窩手術を安全に...  介入研究     単一群  非盲検   \n",
       "233                                                NaN   NaN     NaN  非盲検   \n",
       "234                                                NaN  介入研究     NaN  NaN   \n",
       "235                                                NaN   NaN     NaN  非盲検   \n",
       "\n",
       "               対照     割付け 研究目的  ...           assignment             purpose  \\\n",
       "0             非対照    単群比較  その他  ...    single assignment               other   \n",
       "1        実薬（治療）対照  並行群間比較   治療  ...  parallel assignment   treatment purpose   \n",
       "2             非対照    単群比較   診断  ...    single assignment  diagnostic purpose   \n",
       "3    無治療対照/標準治療対照    単群比較   予防  ...    single assignment  prevention purpose   \n",
       "4             NaN     NaN  その他  ...                  NaN               other   \n",
       "..            ...     ...  ...  ...                  ...                 ...   \n",
       "231           NaN     NaN  NaN  ...                  NaN                 NaN   \n",
       "232  ヒストリカルコントロール    単群比較   治療  ...    single assignment   treatment purpose   \n",
       "233           無対照     NaN  NaN  ...                  NaN                 NaN   \n",
       "234           NaN     NaN  NaN  ...                  NaN                 NaN   \n",
       "235           無対照     NaN  NaN  ...                  NaN                 NaN   \n",
       "\n",
       "                                    Inclusion Criteria  \\\n",
       "0    1. Age 18 years or older on the day of consent...   \n",
       "1    Patients undergoing ovarian cancer surgery at ...   \n",
       "2    1. Cases diagnosed as high-risk group for panc...   \n",
       "3    1) Patients aged 20 and over \\n\\r\\n2) Lung can...   \n",
       "4    1. Physicians who performed cancer gene panel ...   \n",
       "..                                                 ...   \n",
       "231                                                NaN   \n",
       "232  1.T1-2 primary breast cancer\\n\\r\\n2.Clinically...   \n",
       "233                                                NaN   \n",
       "234                                                NaN   \n",
       "235                                                NaN   \n",
       "\n",
       "                                    Exclusion Criteria  \\\n",
       "0    1. There is a skin disorder in the painful are...   \n",
       "1    1.Minors\\n\\r\\n2.Emergency surgery\\n\\r\\n3.Patie...   \n",
       "2    1. Post-Pancreatic Surgery Cases\\n\\r\\n2. Cases...   \n",
       "3    1) Patients who do not agree \\n\\r\\n2) Patients...   \n",
       "4    Physicians deemed inappropriate by the Princip...   \n",
       "..                                                 ...   \n",
       "231                                                NaN   \n",
       "232  1.Contraindication of contrast agents\\n\\r\\n2.P...   \n",
       "233                                                NaN   \n",
       "234                                                NaN   \n",
       "235                                                NaN   \n",
       "\n",
       "                        Age Minimum                       Age Maximum  \\\n",
       "0                    18age old over                          No limit   \n",
       "1                    18age old over                    100age old not   \n",
       "2                    20age old over                          No limit   \n",
       "3                    20age old over                          No limit   \n",
       "4                          No limit                          No limit   \n",
       "..                              ...                               ...   \n",
       "231                             NaN                               NaN   \n",
       "232                  18age old over                          No limit   \n",
       "233   Age 7Month Week Day Hour over  Age Month Week Day Hour No limit   \n",
       "234                             NaN                               NaN   \n",
       "235  20Age Month Week Day Hour over  Age Month Week Day Hour No limit   \n",
       "\n",
       "          Gender Discontinuation Criteria                 Keyword  \\\n",
       "0           Both                      NaN                     NaN   \n",
       "1         Female                      NaN                     NaN   \n",
       "2           Both                      NaN                     NaN   \n",
       "3           Both                      NaN              Malignancy   \n",
       "4           Both                      NaN  Genotype-matched trial   \n",
       "..           ...                      ...                     ...   \n",
       "231  <p>Both</p>                      NaN                     NaN   \n",
       "232         Both                      NaN           Breast cancer   \n",
       "233         Both                      NaN                     NaN   \n",
       "234  <p>Both</p>                      NaN                     NaN   \n",
       "235         Both                      NaN                     NaN   \n",
       "\n",
       "                                       Intervention(s)  \n",
       "0    Four pads of the alternating magnetic field th...  \n",
       "1    Low-pressure ventilation and low venous pressu...  \n",
       "2                                                  NaN  \n",
       "3    Intervention for the Experimental Group:\\n\\r\\n...  \n",
       "4                                                  NaN  \n",
       "..                                                 ...  \n",
       "231  investigational material(s)<br>\\nGeneric name ...  \n",
       "232  Identify the sentinel node by contrast-enhance...  \n",
       "233  Intervention type:DRUG\\n\\nName of intervention...  \n",
       "234  investigational material(s)<br>\\nGeneric name ...  \n",
       "235  Intervention type:\\n\\nName of intervention:\\n\\...  \n",
       "\n",
       "[236 rows x 33 columns]"
      ]
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   "outputs": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>JRCT ID</th>\n",
       "      <th>Target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>jRCT1032240511</td>\n",
       "      <td>がん患者の疼痛</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>jRCT1032240506</td>\n",
       "      <td>卵巣がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>jRCT1042240125</td>\n",
       "      <td>膵嚢胞、慢性膵炎、家族性膵がん及び遺伝性膵がん家族歴を有する症例、糖尿病症例（新規発症・急性...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>jRCT1052240186</td>\n",
       "      <td>肺がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>jRCT1030240477</td>\n",
       "      <td>固形がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>jRCT2080224549</td>\n",
       "      <td>進行性悪性黒色腫</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>jRCTs051180046</td>\n",
       "      <td>乳がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>jRCT2091220364</td>\n",
       "      <td>ALK遺伝子異常を有する希少がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>jRCT2080223823</td>\n",
       "      <td>Part1：固形がん\\nPart2：頭頸部がん，尿路上皮がん</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>jRCT1090220224</td>\n",
       "      <td>下腹部消化器がん</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>236 rows × 2 columns</p>\n",
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      "text/plain": [
       "            JRCT ID                                             Target\n",
       "0    jRCT1032240511                                            がん患者の疼痛\n",
       "1    jRCT1032240506                                               卵巣がん\n",
       "2    jRCT1042240125  膵嚢胞、慢性膵炎、家族性膵がん及び遺伝性膵がん家族歴を有する症例、糖尿病症例（新規発症・急性...\n",
       "3    jRCT1052240186                                                肺がん\n",
       "4    jRCT1030240477                                               固形がん\n",
       "..              ...                                                ...\n",
       "231  jRCT2080224549                                           進行性悪性黒色腫\n",
       "232  jRCTs051180046                                                乳がん\n",
       "233  jRCT2091220364                                   ALK遺伝子異常を有する希少がん\n",
       "234  jRCT2080223823                     Part1：固形がん\\nPart2：頭頸部がん，尿路上皮がん\n",
       "235  jRCT1090220224                                          下腹部消化器がん \n",
       "\n",
       "[236 rows x 2 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
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