{"id":14987,"date":"2026-10-08T21:23:59","date_gmt":"2026-10-08T12:23:59","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-clinical-site-invoice-check\/"},"modified":"2026-10-08T21:23:59","modified_gmt":"2026-10-08T12:23:59","slug":"en-clinical-site-invoice-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-clinical-site-invoice-check\/","title":{"rendered":"\u6d77\u5916\u306e\u6cbb\u9a13\u5b9f\u65bd\u65bd\u8a2d\u30fb\u691c\u67fb\u6a5f\u95a2\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5951\u7d04\u306e\u5358\u4fa1\u8868\u3068\u6765\u9662\u5b9f\u7e3e\u306b\u7167\u3089\u3057\u3066\u904e\u5927\u8acb\u6c42\u3092\u898b\u3064\u3051\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u6cbb\u9a13\u5b9f\u65bd\u65bd\u8a2d\u3084\u4e2d\u592e\u691c\u67fb\u6a5f\u95a2\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u660e\u7d30\u306e1\u884c\u305a\u3064\u3092\u5951\u7d04\u306e\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067EDC\u306e\u6765\u9662\u5b9f\u7e3e\u3068\u7167\u3089\u3057\u3001\u5358\u4fa1\u306e\u9055\u3044\u30fb\u6765\u9662\u306e\u7121\u3044\u8acb\u6c42\u30fb\u4e8c\u91cd\u306e\u8acb\u6c42\u306b\u5370\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1070","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u8acb\u6c42\u66f8\u306f\u6708\u521d\u306b\u96c6\u4e2d\u3057\u307e\u3059\u304c\u3001\u65bd\u8a2d\u3054\u3068\u306b\u5c4a\u304f\u65e5\u304c\u3070\u3089\u3070\u3089\u306a\u306e\u3067\u3001**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u5c4a\u3044\u305f\u65e5\u306b\u7167\u4f1a\u3092\u51fa\u305b\u3070\u3001\u65bd\u8a2d\u304c\u6708\u672b\u306e\u7de0\u3081\u306b\u9593\u306b\u5408\u3046\u3088\u3046\u306b\u56de\u7b54\u3067\u304d\u307e\u3059\u3002\n\n\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u8a66\u9a13\u756a\u53f7\u3068\u65bd\u8a2d\u756a\u53f7\u3092\u4ed8\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u7167\u5408\u3059\u308b\u5358\u4fa1\u8868\u3092\u6c7a\u3081\u3089\u308c\u306a\u3044\u306e\u3067\u3001\u51e6\u7406\u3092\u59cb\u3081\u308b\u524d\u306b\u6b62\u3081\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059\u4f5c\u696d\u306f\u3001\u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306e\u30eb\u30fc\u30eb\u3067\u81ea\u52d5\u306b\u3057\u3066\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001`StartExpenseAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u65bd\u8a2d\u756a\u53f7\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3073\u76f4\u3057\u3066\u3082\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u540c\u3058\u8acb\u6c42\u66f8\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` \u306b\u306f\u8a66\u9a13\u756a\u53f7\u3068\u65bd\u8a2d\u756a\u53f7\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u304b\u3089\u3069\u306e\u65bd\u8a2d\u306e\u8acb\u6c42\u66f8\u304b\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u901a\u77e5\u306e\u72b6\u614b\u304c `SUCCEEDED` \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u7d50\u679c\u3092\u53d6\u308a\u3001\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8acb\u6c42\u66f8\u306ePDF | \u8acb\u6c42\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u8acb\u6c42\u306e\u5bfe\u8c61\u671f\u9593\u3001\u660e\u7d30\u3001\u5408\u8a08\u3001\u901a\u8ca8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6a19\u6e96\u306e\u9805\u76ee\u3001\u660e\u7d30\u306e\u884c\u3001**\u4fe1\u983c\u5ea6**\u3001\u30da\u30fc\u30b8\u756a\u53f7 | AWS Textract |\n| \u5358\u4fa1\u8868 | \u65bd\u8a2d\u756a\u53f7\u3001\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u3001\u8cbb\u76ee\u306e\u540d\u524d\u3001\u5358\u4fa1\u3001\u901a\u8ca8\u3001\u9069\u7528\u958b\u59cb\u65e5\u30fb\u7d42\u4e86\u65e5 | \u5951\u7d04\u306e\u7ba1\u7406\u53f0\u5e33\u304b\u3089\u4f5c\u3063\u305f\u8868 |\n| \u6765\u9662\u5b9f\u7e3e | \u88ab\u9a13\u8005\u756a\u53f7\u3001\u6765\u9662\u306e\u540d\u524d\u3001\u5b9f\u65bd\u65e5\u3001\u5b9f\u65bd\u3057\u305f\u691c\u67fb\u3001\u88ab\u9a13\u8005\u306e\u72b6\u614b\uff08\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u4e0d\u9069\u683c\u30fb\u4e2d\u6b62\uff09 | EDC\u306e\u51fa\u529b |\n| \u524d\u6708\u307e\u3067\u306e\u8acb\u6c42 | \u65bd\u8a2d\u3054\u3068\u306b\u3001\u652f\u6255\u6e08\u307f\u30fb\u7167\u4f1a\u4e2d\u306e\u660e\u7d30\uff08\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u8cbb\u76ee\uff09 | \u3053\u306e\u69cb\u6210\u304c\u6b8b\u3057\u305f\u7167\u5408\u306e\u8a18\u9332 |\n| \u8cbb\u76ee\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7 | \u65bd\u8a2d\u3054\u3068\u306b\u3001\u8acb\u6c42\u66f8\u306e\u66f8\u304d\u65b9\u3068\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u5bfe\u5fdc | \u62c5\u5f53\u8005\u304c\u80b2\u3066\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u6765\u9662\u5b9f\u7e3e\u304c\u7121\u3051\u308c\u3070\u300c\u6765\u9662\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u8a00\u3048\u305a\u3001\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u304c\u7121\u3051\u308c\u3070\u4e8c\u91cd\u306e\u8acb\u6c42\u3092\u898b\u3064\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u306f\u3001\u6700\u521d\u306f\u7a7a\u3067\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u5bfe\u5fdc\u4ed8\u3051\u3092\u76f4\u3059\u305f\u3073\u306b1\u884c\u305a\u3064\u5897\u3048\u3001\u7fcc\u6708\u304b\u3089\u305d\u306e\u65bd\u8a2d\u306e\u884c\u304c\u8ff7\u308f\u305a\u7d50\u3073\u4ed8\u304f\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002","data_source":"\u7d50\u679c\u306f `GetExpenseAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u308b\u4ef6\u6570\u306f\u65e2\u5b9a\u30fb\u6700\u592720\u3067\u3001**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u7d9a\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u8acb\u6c42\u66f8\u3092 `needs_human` \u306b\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u756a\u53f7\u30fb\u8acb\u6c42\u65e5\u30fb\u5408\u8a08\u306a\u3069 | `SummaryFields` \u306e `Type` \u3068 `ValueDetection` | \u8acb\u6c42\u66f8\u306e\u7279\u5b9a\u3001\u5408\u8a08\u306e\u691c\u7b97 |\n| \u66f8\u304b\u308c\u3066\u3044\u305f\u898b\u51fa\u3057\u306e\u6587\u5b57 | `LabelDetection` | \u6a19\u6e96\u306e\u9805\u76ee\u306b\u5f53\u305f\u3089\u306a\u3044\u898b\u51fa\u3057\uff08\u8acb\u6c42\u306e\u5bfe\u8c61\u671f\u9593\u306a\u3069\uff09\u3092\u62fe\u3046 |\n| \u660e\u7d30\u306e\u884c | `LineItemGroups` \u306e `LineItems` | 1\u884c\u305a\u3064\u306e\u8cbb\u76ee\u30fb\u56de\u6570\u30fb\u5358\u4fa1\u30fb\u91d1\u984d |\n| \u901a\u8ca8 | `Currency` \u306e `Code` | \u5358\u4fa1\u8868\u306e\u901a\u8ca8\u3068\u306e\u4e00\u81f4 |\n| \u4fe1\u983c\u5ea6\u3068\u30da\u30fc\u30b8\u756a\u53f7 | \u5404\u9805\u76ee\u306e `Confidence` \u3068 `PageNumber` | `unreadable` \u306e\u5224\u5b9a\u3068\u3001\u539f\u672c\u306b\u623b\u308b\u624b\u304c\u304b\u308a |\n\n**\u6a19\u6e96\u306e\u9805\u76ee\u306b\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u306f `OTHER` \u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002** \u300cService Period\u300d\u300cProtocol No.\u300d\u306e\u3088\u3046\u306a\u6cbb\u9a13\u306b\u56fa\u6709\u306e\u898b\u51fa\u3057\u306f\u3001\u591a\u304f\u304c\u3053\u3053\u306b\u5165\u308a\u307e\u3059\u3002**`OTHER` \u306e `LabelDetection` \u306e\u6587\u5b57\u3092\u898b\u3066\u3001\u8acb\u6c42\u306e\u5bfe\u8c61\u671f\u9593\u3068\u8a66\u9a13\u756a\u53f7\u3092\u62fe\u3044\u307e\u3059\u3002**\n\n**\u660e\u7d30\u306e\u884c\u306f\u30011\u884c\u306e\u6587\u5b57\u304c\u9577\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u300cVisit 4 (Week 12) \u2013 Subject 1012-007 \u2013 14-Aug \u2013 incl. ECG, PK sampling\u300d\u306e\u3088\u3046\u306b\u3001\u6765\u9662\u30fb\u88ab\u9a13\u8005\u30fb\u65e5\u4ed8\u30fb\u691c\u67fb\u304c1\u3064\u306e `ITEM` \u306b\u8a70\u3081\u8fbc\u307e\u308c\u307e\u3059\u3002**\u3053\u308c\u3092\u5206\u3051\u308b\u306e\u304c\u3001\u6b21\u306e\u6bb5\u306e\u751f\u6210AI\u306e\u4ed5\u4e8b\u3067\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u8acb\u6c42\u66f8\u306e\u5206\u6790\u3067\u975e\u540c\u671f\u306b\u6271\u3048\u308b\u306e\u306f JPEG\u3001PNG\u3001PDF \u3067\u3059\u3002TIFF\u3067\u5c4a\u3044\u305f\u3082\u306e\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u65bd\u8a2d\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\u3002**\u6765\u9662\u306e\u660e\u7d30\u66f8\u3084\u9818\u53ce\u66f8\u306e\u675f\u304c\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u8acb\u6c42\u66f8\u306e\u90e8\u5206\u3068\u5206\u3051\u307e\u3059**\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\n5. **\u88ab\u9a13\u8005\u306e\u6c0f\u540d\u304c\u7121\u3044\u304b\u306e\u78ba\u8a8d** \u2026 \u88ab\u9a13\u8005\u756a\u53f7\u3067\u306f\u306a\u304f\u6c0f\u540d\u3084\u30a4\u30cb\u30b7\u30e3\u30eb\u4ee5\u5916\u306e\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u51e6\u7406\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u3078\u56de\u3057\u307e\u3059\n6. **\u5358\u4fa1\u8868\u3068\u6765\u9662\u5b9f\u7e3e\u306e\u6e96\u5099** \u2026 \u305d\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\u3068EDC\u306e\u6700\u65b0\u306e\u51fa\u529b\u3092\u3001\u7167\u5408\u7528\u306b\u8aad\u307f\u8fbc\u307f\u307e\u3059\n\n**5\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8acb\u6c42\u66f8\u306f\u672c\u6765\u3001\u88ab\u9a13\u8005\u8b58\u5225\u30b3\u30fc\u30c9\u3067\u66f8\u304b\u308c\u308b\u3082\u306e\u3067\u3059\u3002**\u6c0f\u540d\u304c\u66f8\u304b\u308c\u305f\u8acb\u6c42\u66f8\u3092\u5916\u90e8\u306eAI\u306b\u6e21\u3059\u524d\u306b\u6b62\u3081\u3001\u65bd\u8a2d\u306b\u69d8\u5f0f\u3092\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u5404\u884c\u3092\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u5b9f\u65bd\u65e5\u30fb\u8cbb\u76ee\u30fb\u56de\u6570\u306b\u5206\u3051\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u306b\u5bfe\u5fdc\u4ed8\u3051\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u4e2d\u8eab | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u88ab\u9a13\u8005\u756a\u53f7 | \u884c\u306b\u66f8\u304b\u308c\u305f\u88ab\u9a13\u8005\u756a\u53f7\uff08\u65bd\u8a2d\u756a\u53f7\u4ed8\u304d\u306e\u5f62\u5f0f\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u6765\u9662\u306e\u540d\u524d | Visit 4\u3001Week 12\u3001Screening\u3001Early Termination \u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u5b9f\u65bd\u65e5 | \u305d\u306e\u884c\u306e\u6765\u9662\u30fb\u691c\u67fb\u306e\u65e5\u4ed8 | \u65e5\u4ed8\u304c\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n| \u8cbb\u76ee\u306e\u30b3\u30fc\u30c9 | \u5358\u4fa1\u8868\u306e\u3069\u306e\u8cbb\u76ee\u306b\u5f53\u305f\u308b\u304b | \u5f53\u3066\u306f\u307e\u308b\u8cbb\u76ee\u304c\u7121\u3051\u308c\u3070 `not_in_budget`\u3001\u5019\u88dc\u304c\u8907\u6570\u306a\u3089 `ambiguous` |\n| \u56de\u6570 | \u66f8\u304b\u308c\u305f\u6570\u91cf | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u30701\u3068\u305b\u305a `not_found` |\n\n**\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u306b\u306f\u3001\u65bd\u8a2d\u3054\u3068\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3092\u6e21\u3057\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u306a\u3089\u3001\u305d\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3044\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u540d\u524d\u3068\u898b\u6bd4\u3079\u3066\u5019\u88dc\u3092\u51fa\u3057\u3001**\u305d\u306e\u884c\u306b\u306f `new_mapping` \u306e\u5370\u3092\u4ed8\u3051\u3066\u4eba\u306b\u78ba\u304b\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8a08\u7b97\u30fb\u691c\u7b97 | \u5358\u4fa1\u00d7\u56de\u6570\u3068\u9593\u63a5\u8cbb\u306e\u7387\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3059\u308b |\n| \u6765\u9662\u304c\u884c\u308f\u308c\u305f\u304b\u306e\u5224\u65ad | EDC\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u56de\u6570\u30fb\u65e5\u4ed8\u306e\u88dc\u5b8c | \u300c\u901a\u5e38\u306f1\u56de\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u6839\u62e0\u306e\u7121\u3044\u8acb\u6c42\u3092\u901a\u3059 |\n| \u652f\u6255\u3063\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u5951\u7d04\u306e\u89e3\u91c8\u3068\u652f\u6255\u306e\u5224\u65ad\u306f\u62c5\u5f53\u8005\u304c\u884c\u3046 |\n| \u5358\u4fa1\u8868\u306b\u7121\u3044\u8cbb\u76ee\u3092\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u308b | \u5951\u7d04\u306b\u7121\u3044\u8acb\u6c42\u304c\u3001\u5951\u7d04\u306b\u3042\u308b\u8acb\u6c42\u306b\u898b\u3048\u3066\u3057\u307e\u3046 |\n\n**5\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cUnscheduled visit\u300d\u306e\u3088\u3046\u306a\u5358\u4fa1\u8868\u306b\u7121\u3044\u884c\u3092\u6e21\u3059\u3068\u3001AI\u306f\u8fd1\u3044\u540d\u524d\u306e\u300cVisit\u300d\u306b\u5bc4\u305b\u3066\u7d50\u3073\u4ed8\u3051\u304c\u3061\u3067\u3059\u3002**\u5bc4\u305b\u305f\u77ac\u9593\u3001\u5951\u7d04\u306b\u7121\u3044\u8acb\u6c42\u304c\u5358\u4fa1\u306e\u5dee\u3060\u3051\u306e\u554f\u984c\u306b\u898b\u3048\u307e\u3059\u3002** \u7121\u3051\u308c\u3070 `not_in_budget` \u3068\u8fd4\u3055\u305b\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u88fd\u85ac\u4f01\u696d\u306e\u81e8\u5e8a\u958b\u767a\u90e8\u3067\u3001\u6cbb\u9a13\u306e\u5b9f\u65bd\u65bd\u8a2d\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u8acb\u6c42\u66f8\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u660e\u7d30\u306e\u884c\u3060\u3051\u3092\u898b\u3066\u3001\u5404\u884c\u3092\u9805\u76ee\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u660e\u7d30\u306e\u5404\u884c\u304b\u3089\u3001\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u306e\u540d\u524d\u30fb\u5b9f\u65bd\u65e5\u30fb\u56de\u6570\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u51fa\u3059\n2. \u5404\u884c\u3092\u3001\u4e0b\u306b\u793a\u3059\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\n3. \u5bfe\u5fdc\u4ed8\u3051\u306e\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3092 evidence \u306b\u5165\u308c\u308b\n\n\u3010\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u306e\u6c7a\u307e\u308a\u3011\n- \u307e\u305a\u300c\u3053\u306e\u65bd\u8a2d\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u300d\u3092\u898b\u308b\u3002\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u306a\u3089\u305d\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\n- \u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u540d\u524d\u3068\u898b\u6bd4\u3079\u3066\u5019\u88dc\u30921\u3064\u9078\u3073\u3001mapping \u3092 \"new_mapping\" \u306b\u3059\u308b\n- \u5358\u4fa1\u8868\u306b\u5f53\u3066\u306f\u307e\u308b\u8cbb\u76ee\u304c\u7121\u3051\u308c\u3070 budget_code \u3092 \"not_in_budget\" \u306b\u3059\u308b\u3002\n  \u540d\u524d\u306e\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n- \u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3067\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 \"ambiguous\" \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5358\u4fa1\u3084\u5408\u8a08\u3092\u691c\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u56de\u6570\u3092 1 \u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\"not_found\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- 1\u884c\u306b\u8907\u6570\u306e\u65e5\u4ed8\u304c\u3042\u308b\u3068\u304d\u306f\u3001\u6765\u9662\u306e\u5b9f\u65bd\u65e5\u304c\u3069\u308c\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070 \"ambiguous\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u88ab\u9a13\u8005\u756a\u53f7\u306e\u6841\u3084\u8a18\u53f7\u3092\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6765\u9662\u304c\u884c\u308f\u308c\u305f\u304b\u3069\u3046\u304b\u3001\u652f\u6255\u3063\u3066\u3088\u3044\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88ab\u9a13\u8005\u306e\u6c0f\u540d\u306a\u3069\u3001\u88ab\u9a13\u8005\u756a\u53f7\u4ee5\u5916\u306e\u500b\u4eba\u306e\u60c5\u5831\u3092\u66f8\u304d\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f OCR \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u660e\u7d30\u306e\u884c\u3011{line_items}\n\u3010\u3053\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\uff08\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u3068\u540d\u524d\uff09\u3011{budget_items}\n\u3010\u3053\u306e\u65bd\u8a2d\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3011{alias_list}\n```\n\n**\u300c\u540d\u524d\u306e\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u300d\u3092\u3001\u5bfe\u5fdc\u4ed8\u3051\u306e\u6c7a\u307e\u308a\u306e\u4e2d\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u53b3\u5b88\u4e8b\u9805\u306e\u5074\u3060\u3051\u306b\u66f8\u304f\u3068\u3001\u5bfe\u5fdc\u4ed8\u3051\u306e\u624b\u9806\u3092\u512a\u5148\u3057\u3066\u5bc4\u305b\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\u624b\u9806\u305d\u306e\u3082\u306e\u306e\u4e2d\u306b\u300c\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u8fd4\u3059\u300d\u5206\u5c90\u3092\u5165\u308c\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u5f62\u306e\u5d29\u308c\u305f\u5fdc\u7b54\u3092\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"study_no\": \"\",\n  \"site_no\": \"\",\n  \"invoice_no\": \"\",\n  \"invoice_date\": \"\",\n  \"currency\": \"\",\n  \"lines\": [\n    { \"line_no\": 1, \"subject_id\": \"\", \"visit\": \"\", \"visit_date\": \"\",\n      \"budget_code\": \"\", \"mapping\": \"alias | new_mapping | ambiguous | not_in_budget\",\n      \"quantity\": \"\", \"billed_amount\": \"\", \"confidence\": 0, \"evidence\": \"\", \"page\": 1 }\n  ]\n}\n```\n\n\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u306e `lines` \u306b\u6b21\u306e\u5224\u5b9a\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u610f\u5473 |\n|:--|:--|\n| `ok` | \u5358\u4fa1\u8868\u3068\u6765\u9662\u5b9f\u7e3e\u306e\u4e21\u65b9\u3068\u5408\u3046 |\n| `rate_diff` | \u5358\u4fa1\u00d7\u56de\u6570\u3068\u8acb\u6c42\u984d\u304c\u9055\u3046\u3002**\u6765\u9662\u306e\u65e5\u4ed8\u3067\u5358\u4fa1\u306e\u7248\u3092\u9078\u3093\u3067\u8a08\u7b97\u3059\u308b** |\n| `no_visit` | EDC\u306b\u305d\u306e\u88ab\u9a13\u8005\u306e\u305d\u306e\u6765\u9662\u306e\u8a18\u9332\u304c\u7121\u3044 |\n| `duplicate` | \u524d\u6708\u307e\u3067\u306b\u540c\u3058\u88ab\u9a13\u8005\u30fb\u6765\u9662\u30fb\u8cbb\u76ee\u304c\u8acb\u6c42\u3055\u308c\u3066\u3044\u308b |\n| `not_in_budget` | \u5358\u4fa1\u8868\u306b\u5f53\u305f\u308b\u8cbb\u76ee\u304c\u7121\u3044 |\n| `unreadable` | \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u3001\u307e\u305f\u306f `ambiguous` |\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `lines` \u306fAI\u304c\u539f\u6587\u304b\u3089\u57cb\u3081\u3001\u5224\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5358\u4fa1\u8868\u3068EDC\u3092\u76f8\u624b\u306b\u4ed8\u3051\u307e\u3059\u3002**\u5951\u7d04\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u5358\u4fa1\u8868\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\n\n| \u8acb\u6c42\u66f8\u3054\u3068\u306e\u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `pass` | \u3059\u3079\u3066\u306e\u884c\u304c `ok`\u3001\u304b\u3064\u5408\u8a08\u304c\u660e\u7d30\u306e\u548c\u3068\u4e00\u81f4 |\n| `query` | `rate_diff`\u30fb`no_visit`\u30fb`duplicate`\u30fb`not_in_budget` \u306e\u3044\u305a\u308c\u304b\u304c\u3042\u308b |\n| `needs_human` | `unreadable` \u304c\u3042\u308b\u3001\u307e\u305f\u306f `new_mapping` \u304c\u3042\u308b |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u8acb\u6c42\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057\u3068 SNS \u306e\u901a\u77e5 | \u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u306e\u884c\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u660e\u7d30\u306e\u5207\u308a\u51fa\u3057\u3068\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| EDC | \u5b9a\u671f\u7684\u306a\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a | \u6765\u9662\u5b9f\u7e3e\u3092\u7167\u5408\u7528\u306b\u8aad\u307f\u8fbc\u3080 |\n| \u5358\u4fa1\u8868 | \u7167\u5408\u7528\u306e\u8868\u306e\u8aad\u307f\u53d6\u308a | \u65bd\u8a2d\u3054\u3068\u306e\u5358\u4fa1\u3068\u9069\u7528\u671f\u9593\u3092\u5f15\u304f |\n| \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f | \u65e2\u5b58\u306e\u5165\u529b\u7d4c\u8def | \u627f\u8a8d\u3055\u308c\u305f\u3082\u306e\u3060\u3051\u3092\u56de\u3059 |\n\n**EDC\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** EDC\u306f\u75c7\u4f8b\u306e\u30c7\u30fc\u30bf\u306e\u4ed5\u7d44\u307f\u3067\u3001\u652f\u6255\u306e\u90fd\u5408\u3067\u89e6\u3063\u3066\u3088\u3044\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u8aad\u307f\u53d6\u308a\u306e\u6a29\u9650\u3060\u3051\u3092\u6301\u3064\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3044\u307e\u3059\u3002** \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u3082\u66f8\u304d\u8fbc\u307e\u305a\u3001\u627f\u8a8d\u3092\u901a\u3063\u305f\u3082\u306e\u3060\u3051\u304c\u65e2\u5b58\u306e\u7d4c\u8def\u3067\u56de\u308a\u307e\u3059\u3002","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `query` \u3068 `needs_human` \u306e\u8acb\u6c42\u66f8\u3060\u3051\u3067\u3059\u3002** `pass` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u65bd\u8a2d\u3068\u5408\u8a08\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e8\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 `unreadable` \u306e\u884c\u306f\u539f\u672c\u3067\u8aad\u307f\u3001`new_mapping` \u306e\u884c\u306f\u5bfe\u5fdc\u4ed8\u3051\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u6c7a\u3081\u305f\u5bfe\u5fdc\u306f\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u306b\u8db3\u3057\u307e\u3059**\n2. **`no_visit` \u3092\u78ba\u304b\u3081\u308b** \u2026 EDC\u306e\u5165\u529b\u304c\u9045\u308c\u3066\u3044\u308b\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u65bd\u8a2d\u306b\u7167\u4f1a\u3059\u308b\u524d\u306b\u3001\u30e2\u30cb\u30bf\u30fc\u306bEDC\u306e\u5165\u529b\u72b6\u6cc1\u3092\u805e\u304d\u307e\u3059**\n3. **`rate_diff` \u3068 `duplicate` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5358\u4fa1\u8868\u306e\u3069\u306e\u7248\u3067\u8a08\u7b97\u3057\u305f\u304b\u3001\u524d\u6708\u306e\u3069\u306e\u8acb\u6c42\u3068\u91cd\u306a\u3063\u305f\u304b\u3092\u898b\u307e\u3059\n4. **\u7167\u4f1a\u6587\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n5. **\u5224\u5b9a\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u884c\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** EDC\u306e\u5165\u529b\u306f\u6765\u9662\u304b\u3089\u6570\u65e5\u9045\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u5165\u529b\u5f85\u3061\u306e\u6765\u9662\u3092\u300c\u6765\u9662\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u65bd\u8a2d\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3068\u3001\u65bd\u8a2d\u3068\u306e\u95a2\u4fc2\u3092\u640d\u306d\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8acb\u6c42\u66f8 | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**\u82f1\u6587\u3067\u8acb\u6c42\u3057\u3066\u3082\u3089\u3046\u3088\u3046\u65bd\u8a2d\u306b\u4f9d\u983c\u3059\u308b** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u65bd\u8a2d\u306b\u983c\u3080 |\n| TIFF\u3067\u5c4a\u304f | \u8acb\u6c42\u66f8\u306e\u5206\u6790\u306f\u975e\u540c\u671f\u3067 JPEG\u30fbPNG\u30fbPDF\u3002PDF\u306b\u5909\u63db\u3059\u308b |\n| \u88ab\u9a13\u8005\u306e\u6c0f\u540d\u304c\u66f8\u304b\u308c\u3066\u3044\u308b | \u51e6\u7406\u3092\u6b62\u3081\u3001\u65bd\u8a2d\u306b\u69d8\u5f0f\u3092\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u5358\u4fa1\u8868\u304c\u307e\u3060\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u65bd\u8a2d | \u7167\u5408\u305b\u305a\u306b `needs_human`\u3002**\u5951\u7d04\u306e\u62c5\u5f53\u306b\u5358\u4fa1\u8868\u306e\u767b\u9332\u3092\u983c\u3080** |\n| \u901a\u8ca8\u304c\u5358\u4fa1\u8868\u3068\u9055\u3046 | \u63db\u7b97\u305b\u305a\u306b `query`\u3002\u70ba\u66ff\u306e\u6271\u3044\u306f\u5951\u7d04\u3067\u6c7a\u307e\u308b |\n| 1\u3064\u306ePDF\u306b\u8907\u6570\u306e\u8acb\u6c42\u66f8 | `ExpenseIndex` \u3067\u5206\u3051\u3001\u8acb\u6c42\u66f8\u3054\u3068\u306b\u7167\u5408\u3059\u308b |\n| `PARTIAL_SUCCESS` \u3067\u4e00\u90e8\u306e\u30da\u30fc\u30b8\u304c\u8aad\u3081\u306a\u3044 | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u8acb\u6c42\u66f8\u3092 `needs_human` \u306b |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u7acb\u3061\u4e0a\u3052\u306e\u6642\u671f\u306b\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u307e\u3059\u3002** \u65b0\u3057\u3044\u65bd\u8a2d\u304c\u8a66\u9a13\u306b\u52a0\u308f\u3063\u305f\u3068\u304d\u3001\u5951\u7d04\u306e\u7de0\u7d50\u304b\u3089\u5358\u4fa1\u8868\u306e\u767b\u9332\u307e\u3067\u306b\u9593\u304c\u3042\u308a\u3001\u305d\u306e\u9593\u306b\u6700\u521d\u306e\u8acb\u6c42\u66f8\u304c\u5c4a\u304d\u307e\u3059\u3002**\u5358\u4fa1\u8868\u306e\u767b\u9332\u3092\u5951\u7d04\u306e\u624b\u7d9a\u304d\u306e\u6700\u5f8c\u306e\u5de5\u7a0b\u306b\u5165\u308c\u3066\u304a\u304f**\u3068\u3001\u3053\u306e\u884c\u306f\u6e1b\u308a\u307e\u3059\u3002","log_storage":"- \u8acb\u6c42\u66f8\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u8a66\u9a13\u756a\u53f7\u30fb\u65bd\u8a2d\u756a\u53f7\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetExpenseAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u5207\u308a\u51fa\u3057\u3068\u5bfe\u5fdc\u4ed8\u3051\u306e\u7d50\u679c\uff08`lines`\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5358\u4fa1\u8868\u306e\u7248\u3068EDC\u306e\u51fa\u529b\u306e\u65e5\u4ed8**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3084\u5bfe\u5fdc\u4ed8\u3051\u3092\u5909\u3048\u305f\u8a18\u9332**\n- \u7167\u4f1a\u306e\u5185\u5bb9\u3068\u65bd\u8a2d\u306e\u56de\u7b54\u3001\u652f\u6255\u306e\u627f\u8a8d\u306e\u65e5\u6642\n- \u65bd\u8a2d\u3054\u3068\u306e `unreadable` \u3068 `new_mapping` \u306e\u767a\u751f\u7387\n\n**4\u3064\u76ee\u3067\u5358\u4fa1\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u5909\u66f4\u3067\u5358\u4fa1\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u7248\u3067\u7167\u5408\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u76e3\u67fb\u3084\u65bd\u8a2d\u3068\u306e\u7cbe\u7b97\u306e\u3068\u304d\u306b\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002\n\n**ICH E6(R3) \u306f\u3001\u6cbb\u9a13\u306e\u8ca1\u52d9\u7684\u306a\u4e8b\u9805\u3092\u6cbb\u9a13\u4f9d\u983c\u8005\u3068\u6cbb\u9a13\u8cac\u4efb\u533b\u5e2b\u30fb\u5b9f\u65bd\u533b\u7642\u6a5f\u95a2\u306e\u9593\u306e\u5408\u610f\u6587\u66f8\u306b\u8a18\u9332\u3059\u308b\u3088\u3046\u6c42\u3081\u3001\u305d\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5fc5\u9808\u306e\u8a18\u9332\u306b\u6319\u3052\u3066\u3044\u307e\u3059\u3002** \u8acb\u6c42\u306e\u7167\u5408\u306e\u8a18\u9332\u306f\u3001\u305d\u306e\u5408\u610f\u3069\u304a\u308a\u306b\u652f\u6255\u3063\u305f\u3053\u3068\u3092\u793a\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\u4fdd\u5b58\u306e\u671f\u9593\u306f\u3001\u81ea\u793e\u306e\u6cbb\u9a13\u306e\u6587\u66f8\u306e\u4fdd\u5b58\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":150,"assumption_workdays":20,"volume_month":150,"before_minutes_per_case":28,"after_minutes_per_case":8,"hourly_cost":4000,"before_hours_month":70,"after_hours_month":20,"saved_hours_month":50,"reduction_rate":71,"saved_hours_year":600,"annual_cost_effect":2400000,"summary":"\u6d77\u5916\u306e\u6cbb\u9a13\u5b9f\u65bd\u65bd\u8a2d\u3084\u4e2d\u592e\u691c\u67fb\u6a5f\u95a2\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u660e\u7d30\u306e1\u884c\u305a\u3064\u3092\u5951\u7d04\u306e\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067EDC\u306e\u6765\u9662\u5b9f\u7e3e\u3068\u7167\u3089\u3057\u3001\u5358\u4fa1\u306e\u9055\u3044\u30fb\u6765\u9662\u306e\u7121\u3044\u8acb\u6c42\u30fb\u4e8c\u91cd\u306e\u8acb\u6c42\u306b\u5370\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u65bd\u8a2d\u304b\u3089\u5c4a\u3044\u305f\u8acb\u6c42\u66f8\u306ePDF\u3092\u3001\u8a66\u9a13\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u660e\u7d30\u30921\u884c\u305a\u3064\u8868\u8a08\u7b97\u306b\u66f8\u304d\u5199\u3059\uff08\u88ab\u9a13\u8005\u756a\u53f7\u3001\u6765\u9662\u3001\u65e5\u4ed8\u3001\u8cbb\u76ee\u3001\u91d1\u984d\uff09\n3. \u5951\u7d04\u306e\u7ba1\u7406\u53f0\u5e33\u304b\u3089\u305d\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\u3092\u958b\u304d\u3001\u884c\u3054\u3068\u306b\u5358\u4fa1\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n4. EDC\u304b\u3089\u6765\u9662\u306e\u8a18\u9332\u3092\u51fa\u3057\u3001\u88ab\u9a13\u8005\u756a\u53f7\u3068\u6765\u9662\u304c\u5b9f\u969b\u306b\u884c\u308f\u308c\u305f\u304b\u30921\u884c\u305a\u3064\u7167\u3089\u3059\n5. \u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u306e\u8868\u3092\u958b\u304d\u3001\u540c\u3058\u88ab\u9a13\u8005\u306e\u540c\u3058\u6765\u9662\u304c\u65e2\u306b\u8acb\u6c42\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b\n6. \u5408\u308f\u306a\u3044\u884c\u3092\u65bd\u8a2d\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u304f\n7. \u554f\u984c\u306e\u7121\u3044\u8acb\u6c42\u66f8\u3092\u652f\u6255\u306e\u627f\u8a8d\u306b\u56de\u3057\u3001\u7d4c\u7406\u304c\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3059\u308b\n\n**\uff08a\uff09\u66f8\u304d\u5199\u3057\u306b\u6642\u9593\u306e\u5927\u534a\u304c\u6d88\u3048\u308b\u3002** 1\u4ef6\u306e\u8acb\u6c42\u66f8\u306b\u660e\u7d30\u304c20\u301c40\u884c\u3042\u308a\u3001\u305d\u308c\u3092\u66f8\u304d\u5199\u3059\u3060\u3051\u306710\u5206\u304b\u304b\u308a\u307e\u3059\u3002**\u7167\u5408\u3068\u3044\u3046\u672c\u6765\u306e\u4ed5\u4e8b\u306b\u4f7f\u3048\u308b\u6642\u9593\u304c\u3001\u66f8\u304d\u5199\u3057\u306b\u524a\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u6765\u9662\u3057\u3066\u3044\u306a\u3044\u5206\u306e\u8acb\u6c42\u3092\u898b\u843d\u3068\u3059\u3002** \u4e88\u5b9a\u3055\u308c\u3066\u3044\u305f\u6765\u9662\u304c\u5b9f\u969b\u306b\u306f\u884c\u308f\u308c\u306a\u304b\u3063\u305f\u3001\u88ab\u9a13\u8005\u304c\u9014\u4e2d\u3067\u540c\u610f\u3092\u64a4\u56de\u3057\u3066\u3044\u305f\u3002**EDC\u306e\u8a18\u9332\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u7701\u3044\u305f\u6708\u306b\u3001\u3053\u3046\u3057\u305f\u884c\u304c\u305d\u306e\u307e\u307e\u901a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u4e8c\u91cd\u306e\u8acb\u6c42\u306b\u6c17\u3065\u3051\u306a\u3044\u3002** \u524d\u6708\u306e\u8acb\u6c42\u3067\u6f0f\u308c\u305f\u6765\u9662\u3092\u3001\u65bd\u8a2d\u304c\u7fcc\u6708\u306b\u307e\u3068\u3081\u76f4\u3057\u3066\u8acb\u6c42\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u524d\u6708\u307e\u3067\u306e\u5168\u8acb\u6c42\u3068\u7167\u3089\u3055\u306a\u3044\u3068\u3001\u540c\u3058\u6765\u9662\u30922\u5ea6\u652f\u6255\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u5358\u4fa1\u306e\u7248\u3092\u53d6\u308a\u9055\u3048\u308b\u3002** \u5951\u7d04\u306e\u5909\u66f4\u3067\u5358\u4fa1\u304c\u4e0a\u304c\u3063\u305f\u65bd\u8a2d\u3067\u3001\u5909\u66f4\u524d\u306e\u6765\u9662\u307e\u3067\u65b0\u3057\u3044\u5358\u4fa1\u3067\u8acb\u6c42\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6765\u9662\u306e\u65e5\u4ed8\u3068\u5358\u4fa1\u306e\u9069\u7528\u958b\u59cb\u65e5\u3092\u898b\u6bd4\u3079\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**","before_flow_steps":["\u65bd\u8a2d\u304b\u3089\u5c4a\u3044\u305f\u8acb\u6c42\u66f8\u306ePDF\u3092\u3001\u8a66\u9a13\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u660e\u7d30\u30921\u884c\u305a\u3064\u8868\u8a08\u7b97\u306b\u66f8\u304d\u5199\u3059\uff08\u88ab\u9a13\u8005\u756a\u53f7\u3001\u6765\u9662\u3001\u65e5\u4ed8\u3001\u8cbb\u76ee\u3001\u91d1\u984d\uff09","\u5951\u7d04\u306e\u7ba1\u7406\u53f0\u5e33\u304b\u3089\u305d\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\u3092\u958b\u304d\u3001\u884c\u3054\u3068\u306b\u5358\u4fa1\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b","EDC\u304b\u3089\u6765\u9662\u306e\u8a18\u9332\u3092\u51fa\u3057\u3001\u88ab\u9a13\u8005\u756a\u53f7\u3068\u6765\u9662\u304c\u5b9f\u969b\u306b\u884c\u308f\u308c\u305f\u304b\u30921\u884c\u305a\u3064\u7167\u3089\u3059","\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u306e\u8868\u3092\u958b\u304d\u3001\u540c\u3058\u88ab\u9a13\u8005\u306e\u540c\u3058\u6765\u9662\u304c\u65e2\u306b\u8acb\u6c42\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b","\u5408\u308f\u306a\u3044\u884c\u3092\u65bd\u8a2d\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u304f","\u554f\u984c\u306e\u7121\u3044\u8acb\u6c42\u66f8\u3092\u652f\u6255\u306e\u627f\u8a8d\u306b\u56de\u3057\u3001\u7d4c\u7406\u304c\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u65bd\u8a2d\u304b\u3089\u5c4a\u3044\u305f\u8acb\u6c42\u66f8\u306ePDF\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u8a66\u9a13\u756a\u53f7\u3068\u65bd\u8a2d\u756a\u53f7\u3092\u4ed8\u3051\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u8acb\u6c42\u66f8\u306e\u8acb\u6c42\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u5408\u8a08\u30fb\u660e\u7d30\u306e\u884c\u3092\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u660e\u7d30\u306e\u5404\u884c\u304b\u3089\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u65e5\u4ed8\u3092\u5207\u308a\u51fa\u3057\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5358\u4fa1\u00d7\u56de\u6570\u3092\u8a08\u7b97\u3057\u3001\u5358\u4fa1\u8868\u30fbEDC\u306e\u6765\u9662\u5b9f\u7e3e\u30fb\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u884c\u3054\u3068\u306b `ok` \uff0f `rate_diff` \uff0f `no_visit` \uff0f `duplicate` \uff0f `not_in_budget` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u8acb\u6c42\u66f8\u3054\u3068\u306b `pass` \uff0f `query` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `query` \u3068 `needs_human` \u306e\u8acb\u6c42\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u5370\u306e\u4ed8\u3044\u305f\u884c\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u7167\u4f1a\u3092\u65bd\u8a2d\u306b\u9001\u308a\u3001`pass` \u306e\u3082\u306e\u3068\u56de\u7b54\u306e\u6e08\u3093\u3060\u3082\u306e\u3092\u652f\u6255\u306e\u627f\u8a8d\u306b\u56de\u3059\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f\u5168\u4ef6\u3092\u8aad\u307f\u307e\u305b\u3093\u3002**\u5370\u306e\u4ed8\u3044\u305f\u884c\u306b\u3064\u3044\u3066\u3001\u539f\u672c\u306e\u8a72\u5f53\u7b87\u6240\u3068\u7167\u5408\u306e\u76f8\u624b\u3092\u898b\u6bd4\u3079\u308b**\u3053\u3068\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**7\u756a\u76ee\u3092\u898f\u5247\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5c11\u984d\u306e\u7aef\u6570\u306e\u9055\u3044\u3092\u7167\u4f1a\u3059\u308b\u304b\u3001\u3069\u3053\u307e\u3067\u3092\u8a31\u5bb9\u3059\u308b\u304b\u306f\u5951\u7d04\u3068\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308a\u3001\u5f8c\u304b\u3089\u5909\u308f\u308a\u307e\u3059\u3002**\u305d\u306e\u5224\u65ad\u3092AI\u306b\u7f6e\u304b\u305a\u3001\u898f\u5247\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u65bd\u8a2d\u304b\u3089\u5c4a\u3044\u305f\u8acb\u6c42\u66f8\u306ePDF\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u8a66\u9a13\u756a\u53f7\u3068\u65bd\u8a2d\u756a\u53f7\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u8acb\u6c42\u66f8\u306e\u8acb\u6c42\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u5408\u8a08\u30fb\u660e\u7d30\u306e\u884c\u3092\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u660e\u7d30\u306e\u5404\u884c\u304b\u3089\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u65e5\u4ed8\u3092\u5207\u308a\u51fa\u3057\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5358\u4fa1\u00d7\u56de\u6570\u3092\u8a08\u7b97\u3057\u3001\u5358\u4fa1\u8868\u30fbEDC\u306e\u6765\u9662\u5b9f\u7e3e\u30fb\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u884c\u3054\u3068\u306b `ok` \uff0f `rate_diff` \uff0f `no_visit` \uff0f `duplicate` \uff0f `not_in_budget` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8acb\u6c42\u66f8\u3054\u3068\u306b `pass` \uff0f `query` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `query` \u3068 `needs_human` \u306e\u8acb\u6c42\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u5370\u306e\u4ed8\u3044\u305f\u884c\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u7167\u4f1a\u3092\u65bd\u8a2d\u306b\u9001\u308a\u3001`pass` \u306e\u3082\u306e\u3068\u56de\u7b54\u306e\u6e08\u3093\u3060\u3082\u306e\u3092\u652f\u6255\u306e\u627f\u8a8d\u306b\u56de\u3059"],"architecture":"```\n\u65bd\u8a2d\u30fb\u691c\u67fb\u6a5f\u95a2\u306e\u82f1\u6587\u306e\u8acb\u6c42\u66f8\uff08PDF\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u30fb\u8a66\u9a13\u756a\u53f7\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartExpenseAnalysis\uff0fGetExpenseAnalysis\uff09\n   \u2502   \u8acb\u6c42\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u5408\u8a08\u30fb\u660e\u7d30\u306e\u884c\u3068\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u660e\u7d30\u306e\u884c\u306e\u5207\u308a\u51fa\u3057\u3068\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u3078\u306e\u5bfe\u5fdc\u4ed8\u3051\n   \u2502   \u2460 \u88ab\u9a13\u8005\u756a\u53f7   \u2461 \u6765\u9662\u306e\u540d\u524d   \u2462 \u5b9f\u65bd\u65e5   \u2463 \u8cbb\u76ee   \u2464 \u56de\u6570\n   \u25bc\nPython \u2500\u2500 \u5358\u4fa1\u00d7\u56de\u6570\u306e\u8a08\u7b97\u3001\u5358\u4fa1\u8868\u30fbEDC\u306e\u6765\u9662\u5b9f\u7e3e\u30fb\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u306e\u7167\u5408\n   \u25bc\n\u884c\u3054\u3068\u306e\u5224\u5b9a \uff0b \u8acb\u6c42\u66f8\u3054\u3068\u306e\u5224\u5b9a\uff08pass \uff0f query \uff0f needs_human\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u8acb\u6c42\u66f8\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u65bd\u8a2d\u3078\u306e\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\n   \u2514\u2500\u2500\u25b6 \u652f\u6255\u306e\u627f\u8a8d\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartExpenseAnalysis\uff0fGetExpenseAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u660e\u7d30\u306e\u5207\u308a\u51fa\u3057\u3068\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u5358\u4fa1\u306e\u8a08\u7b97\u3001\u6765\u9662\u5b9f\u7e3e\u3068\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u306e\u7167\u5408\uff09 | \u6cbb\u9a13\u306e\u4e88\u7b97\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u7167\u5408\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8acb\u6c42\u66f8\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\u3001\u7167\u4f1a\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**EDC\u3068\u5951\u7d04\u306e\u7ba1\u7406\u53f0\u5e33\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u65bd\u8a2d\u3054\u3068\u306e\u5358\u4fa1\u8868\u3092**\u300c\u65bd\u8a2d\u756a\u53f7\u30fb\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u30fb\u8cbb\u76ee\u306e\u540d\u524d\u30fb\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u9069\u7528\u958b\u59cb\u65e5\u30fb\u9069\u7528\u7d42\u4e86\u65e5\u300d**\u306e\u5217\u3067\u6301\u3064\u3053\u3068\u3067\u3059\u3002\u5951\u7d04\u66f8\u306ePDF\u306e\u307e\u307e\u3067\u306f\u3001\u7167\u5408\u306e\u76f8\u624b\u306b\u306a\u308a\u307e\u305b\u3093\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u8acb\u6c42\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u30a2\u30b8\u30a2\u306e\u65bd\u8a2d\u3067\u3082\u82f1\u6587\u3067\u8acb\u6c42\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u3001\u305d\u3046\u3067\u306a\u3044\u65bd\u8a2d\u306f\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8acb\u6c42\u66f8\u3068\u9818\u53ce\u66f8\u306e\u5206\u6790\uff08`StartExpenseAnalysis`\uff09\u3067\u3059\u3002** \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8a2d\u5b9a\u306a\u3057\u306b\u3001\u8acb\u6c42\u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u5408\u8a08\u306a\u3069\u3092\u6a19\u6e96\u306e\u9805\u76ee\u540d\uff08`INVOICE_RECEIPT_ID`\u3001`INVOICE_RECEIPT_DATE`\u3001`TOTAL` \u306a\u3069\uff09\u306b\u305d\u308d\u3048\u3066\u8fd4\u3057\u3001\u660e\u7d30\u306f `LineItemGroups` \u3068\u3057\u30661\u884c\u305a\u3064\u3001`ITEM`\u30fb`QUANTITY`\u30fb`UNIT_PRICE`\u30fb`PRICE` \u306e\u9805\u76ee\u306b\u5206\u3051\u3066\u8fd4\u3057\u307e\u3059\u3002**\u65bd\u8a2d\u3054\u3068\u306b\u9055\u3046\u300cInvoice No.\u300d\u300cBill Number\u300d\u304c\u540c\u3058\u9805\u76ee\u540d\u306b\u306a\u308b**\u306e\u3067\u3001\u69d8\u5f0f\u306e\u9055\u3044\u3092\u5438\u53ce\u3067\u304d\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u8acb\u6c42\u66f8\u306f\u6708\u521d\u306b\u96c6\u4e2d\u3057\u307e\u3059\u304c\u3001\u65bd\u8a2d\u3054\u3068\u306b\u5c4a\u304f\u65e5\u304c\u3070\u3089\u3070\u3089\u306a\u306e\u3067\u3001**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u5c4a\u3044\u305f\u65e5\u306b\u7167\u4f1a\u3092\u51fa\u305b\u3070\u3001\u65bd\u8a2d\u304c\u6708\u672b\u306e\u7de0\u3081\u306b\u9593\u306b\u5408\u3046\u3088\u3046\u306b\u56de\u7b54\u3067\u304d\u307e\u3059\u3002\n\n\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u8a66\u9a13\u756a\u53f7\u3068\u65bd\u8a2d\u756a\u53f7\u3092\u4ed8\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u7167\u5408\u3059\u308b\u5358\u4fa1\u8868\u3092\u6c7a\u3081\u3089\u308c\u306a\u3044\u306e\u3067\u3001\u51e6\u7406\u3092\u59cb\u3081\u308b\u524d\u306b\u6b62\u3081\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059\u4f5c\u696d\u306f\u3001\u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306e\u30eb\u30fc\u30eb\u3067\u81ea\u52d5\u306b\u3057\u3066\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001`StartExpenseAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u65bd\u8a2d\u756a\u53f7\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3073\u76f4\u3057\u3066\u3082\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u540c\u3058\u8acb\u6c42\u66f8\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` \u306b\u306f\u8a66\u9a13\u756a\u53f7\u3068\u65bd\u8a2d\u756a\u53f7\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u304b\u3089\u3069\u306e\u65bd\u8a2d\u306e\u8acb\u6c42\u66f8\u304b\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u901a\u77e5\u306e\u72b6\u614b\u304c `SUCCEEDED` \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u7d50\u679c\u3092\u53d6\u308a\u3001\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8acb\u6c42\u66f8\u306ePDF | \u8acb\u6c42\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u8acb\u6c42\u306e\u5bfe\u8c61\u671f\u9593\u3001\u660e\u7d30\u3001\u5408\u8a08\u3001\u901a\u8ca8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6a19\u6e96\u306e\u9805\u76ee\u3001\u660e\u7d30\u306e\u884c\u3001**\u4fe1\u983c\u5ea6**\u3001\u30da\u30fc\u30b8\u756a\u53f7 | AWS Textract |\n| \u5358\u4fa1\u8868 | \u65bd\u8a2d\u756a\u53f7\u3001\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u3001\u8cbb\u76ee\u306e\u540d\u524d\u3001\u5358\u4fa1\u3001\u901a\u8ca8\u3001\u9069\u7528\u958b\u59cb\u65e5\u30fb\u7d42\u4e86\u65e5 | \u5951\u7d04\u306e\u7ba1\u7406\u53f0\u5e33\u304b\u3089\u4f5c\u3063\u305f\u8868 |\n| \u6765\u9662\u5b9f\u7e3e | \u88ab\u9a13\u8005\u756a\u53f7\u3001\u6765\u9662\u306e\u540d\u524d\u3001\u5b9f\u65bd\u65e5\u3001\u5b9f\u65bd\u3057\u305f\u691c\u67fb\u3001\u88ab\u9a13\u8005\u306e\u72b6\u614b\uff08\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u4e0d\u9069\u683c\u30fb\u4e2d\u6b62\uff09 | EDC\u306e\u51fa\u529b |\n| \u524d\u6708\u307e\u3067\u306e\u8acb\u6c42 | \u65bd\u8a2d\u3054\u3068\u306b\u3001\u652f\u6255\u6e08\u307f\u30fb\u7167\u4f1a\u4e2d\u306e\u660e\u7d30\uff08\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u8cbb\u76ee\uff09 | \u3053\u306e\u69cb\u6210\u304c\u6b8b\u3057\u305f\u7167\u5408\u306e\u8a18\u9332 |\n| \u8cbb\u76ee\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7 | \u65bd\u8a2d\u3054\u3068\u306b\u3001\u8acb\u6c42\u66f8\u306e\u66f8\u304d\u65b9\u3068\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u5bfe\u5fdc | \u62c5\u5f53\u8005\u304c\u80b2\u3066\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u6765\u9662\u5b9f\u7e3e\u304c\u7121\u3051\u308c\u3070\u300c\u6765\u9662\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u8a00\u3048\u305a\u3001\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u304c\u7121\u3051\u308c\u3070\u4e8c\u91cd\u306e\u8acb\u6c42\u3092\u898b\u3064\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u306f\u3001\u6700\u521d\u306f\u7a7a\u3067\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u5bfe\u5fdc\u4ed8\u3051\u3092\u76f4\u3059\u305f\u3073\u306b1\u884c\u305a\u3064\u5897\u3048\u3001\u7fcc\u6708\u304b\u3089\u305d\u306e\u65bd\u8a2d\u306e\u884c\u304c\u8ff7\u308f\u305a\u7d50\u3073\u4ed8\u304f\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u7d50\u679c\u306f `GetExpenseAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u308b\u4ef6\u6570\u306f\u65e2\u5b9a\u30fb\u6700\u592720\u3067\u3001**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u7d9a\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u8acb\u6c42\u66f8\u3092 `needs_human` \u306b\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u756a\u53f7\u30fb\u8acb\u6c42\u65e5\u30fb\u5408\u8a08\u306a\u3069 | `SummaryFields` \u306e `Type` \u3068 `ValueDetection` | \u8acb\u6c42\u66f8\u306e\u7279\u5b9a\u3001\u5408\u8a08\u306e\u691c\u7b97 |\n| \u66f8\u304b\u308c\u3066\u3044\u305f\u898b\u51fa\u3057\u306e\u6587\u5b57 | `LabelDetection` | \u6a19\u6e96\u306e\u9805\u76ee\u306b\u5f53\u305f\u3089\u306a\u3044\u898b\u51fa\u3057\uff08\u8acb\u6c42\u306e\u5bfe\u8c61\u671f\u9593\u306a\u3069\uff09\u3092\u62fe\u3046 |\n| \u660e\u7d30\u306e\u884c | `LineItemGroups` \u306e `LineItems` | 1\u884c\u305a\u3064\u306e\u8cbb\u76ee\u30fb\u56de\u6570\u30fb\u5358\u4fa1\u30fb\u91d1\u984d |\n| \u901a\u8ca8 | `Currency` \u306e `Code` | \u5358\u4fa1\u8868\u306e\u901a\u8ca8\u3068\u306e\u4e00\u81f4 |\n| \u4fe1\u983c\u5ea6\u3068\u30da\u30fc\u30b8\u756a\u53f7 | \u5404\u9805\u76ee\u306e `Confidence` \u3068 `PageNumber` | `unreadable` \u306e\u5224\u5b9a\u3068\u3001\u539f\u672c\u306b\u623b\u308b\u624b\u304c\u304b\u308a |\n\n**\u6a19\u6e96\u306e\u9805\u76ee\u306b\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u306f `OTHER` \u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002** \u300cService Period\u300d\u300cProtocol No.\u300d\u306e\u3088\u3046\u306a\u6cbb\u9a13\u306b\u56fa\u6709\u306e\u898b\u51fa\u3057\u306f\u3001\u591a\u304f\u304c\u3053\u3053\u306b\u5165\u308a\u307e\u3059\u3002**`OTHER` \u306e `LabelDetection` \u306e\u6587\u5b57\u3092\u898b\u3066\u3001\u8acb\u6c42\u306e\u5bfe\u8c61\u671f\u9593\u3068\u8a66\u9a13\u756a\u53f7\u3092\u62fe\u3044\u307e\u3059\u3002**\n\n**\u660e\u7d30\u306e\u884c\u306f\u30011\u884c\u306e\u6587\u5b57\u304c\u9577\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u300cVisit 4 (Week 12) \u2013 Subject 1012-007 \u2013 14-Aug \u2013 incl. ECG, PK sampling\u300d\u306e\u3088\u3046\u306b\u3001\u6765\u9662\u30fb\u88ab\u9a13\u8005\u30fb\u65e5\u4ed8\u30fb\u691c\u67fb\u304c1\u3064\u306e `ITEM` \u306b\u8a70\u3081\u8fbc\u307e\u308c\u307e\u3059\u3002**\u3053\u308c\u3092\u5206\u3051\u308b\u306e\u304c\u3001\u6b21\u306e\u6bb5\u306e\u751f\u6210AI\u306e\u4ed5\u4e8b\u3067\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u8acb\u6c42\u66f8\u306e\u5206\u6790\u3067\u975e\u540c\u671f\u306b\u6271\u3048\u308b\u306e\u306f JPEG\u3001PNG\u3001PDF \u3067\u3059\u3002TIFF\u3067\u5c4a\u3044\u305f\u3082\u306e\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u65bd\u8a2d\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\u3002**\u6765\u9662\u306e\u660e\u7d30\u66f8\u3084\u9818\u53ce\u66f8\u306e\u675f\u304c\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u8acb\u6c42\u66f8\u306e\u90e8\u5206\u3068\u5206\u3051\u307e\u3059**\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\n5. **\u88ab\u9a13\u8005\u306e\u6c0f\u540d\u304c\u7121\u3044\u304b\u306e\u78ba\u8a8d** \u2026 \u88ab\u9a13\u8005\u756a\u53f7\u3067\u306f\u306a\u304f\u6c0f\u540d\u3084\u30a4\u30cb\u30b7\u30e3\u30eb\u4ee5\u5916\u306e\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u51e6\u7406\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u3078\u56de\u3057\u307e\u3059\n6. **\u5358\u4fa1\u8868\u3068\u6765\u9662\u5b9f\u7e3e\u306e\u6e96\u5099** \u2026 \u305d\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\u3068EDC\u306e\u6700\u65b0\u306e\u51fa\u529b\u3092\u3001\u7167\u5408\u7528\u306b\u8aad\u307f\u8fbc\u307f\u307e\u3059\n\n**5\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8acb\u6c42\u66f8\u306f\u672c\u6765\u3001\u88ab\u9a13\u8005\u8b58\u5225\u30b3\u30fc\u30c9\u3067\u66f8\u304b\u308c\u308b\u3082\u306e\u3067\u3059\u3002**\u6c0f\u540d\u304c\u66f8\u304b\u308c\u305f\u8acb\u6c42\u66f8\u3092\u5916\u90e8\u306eAI\u306b\u6e21\u3059\u524d\u306b\u6b62\u3081\u3001\u65bd\u8a2d\u306b\u69d8\u5f0f\u3092\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u5404\u884c\u3092\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u5b9f\u65bd\u65e5\u30fb\u8cbb\u76ee\u30fb\u56de\u6570\u306b\u5206\u3051\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u306b\u5bfe\u5fdc\u4ed8\u3051\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u4e2d\u8eab | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u88ab\u9a13\u8005\u756a\u53f7 | \u884c\u306b\u66f8\u304b\u308c\u305f\u88ab\u9a13\u8005\u756a\u53f7\uff08\u65bd\u8a2d\u756a\u53f7\u4ed8\u304d\u306e\u5f62\u5f0f\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u6765\u9662\u306e\u540d\u524d | Visit 4\u3001Week 12\u3001Screening\u3001Early Termination \u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u5b9f\u65bd\u65e5 | \u305d\u306e\u884c\u306e\u6765\u9662\u30fb\u691c\u67fb\u306e\u65e5\u4ed8 | \u65e5\u4ed8\u304c\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n| \u8cbb\u76ee\u306e\u30b3\u30fc\u30c9 | \u5358\u4fa1\u8868\u306e\u3069\u306e\u8cbb\u76ee\u306b\u5f53\u305f\u308b\u304b | \u5f53\u3066\u306f\u307e\u308b\u8cbb\u76ee\u304c\u7121\u3051\u308c\u3070 `not_in_budget`\u3001\u5019\u88dc\u304c\u8907\u6570\u306a\u3089 `ambiguous` |\n| \u56de\u6570 | \u66f8\u304b\u308c\u305f\u6570\u91cf | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u30701\u3068\u305b\u305a `not_found` |\n\n**\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u306b\u306f\u3001\u65bd\u8a2d\u3054\u3068\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3092\u6e21\u3057\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u306a\u3089\u3001\u305d\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3044\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u540d\u524d\u3068\u898b\u6bd4\u3079\u3066\u5019\u88dc\u3092\u51fa\u3057\u3001**\u305d\u306e\u884c\u306b\u306f `new_mapping` \u306e\u5370\u3092\u4ed8\u3051\u3066\u4eba\u306b\u78ba\u304b\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8a08\u7b97\u30fb\u691c\u7b97 | \u5358\u4fa1\u00d7\u56de\u6570\u3068\u9593\u63a5\u8cbb\u306e\u7387\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3059\u308b |\n| \u6765\u9662\u304c\u884c\u308f\u308c\u305f\u304b\u306e\u5224\u65ad | EDC\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u56de\u6570\u30fb\u65e5\u4ed8\u306e\u88dc\u5b8c | \u300c\u901a\u5e38\u306f1\u56de\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u6839\u62e0\u306e\u7121\u3044\u8acb\u6c42\u3092\u901a\u3059 |\n| \u652f\u6255\u3063\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u5951\u7d04\u306e\u89e3\u91c8\u3068\u652f\u6255\u306e\u5224\u65ad\u306f\u62c5\u5f53\u8005\u304c\u884c\u3046 |\n| \u5358\u4fa1\u8868\u306b\u7121\u3044\u8cbb\u76ee\u3092\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u308b | \u5951\u7d04\u306b\u7121\u3044\u8acb\u6c42\u304c\u3001\u5951\u7d04\u306b\u3042\u308b\u8acb\u6c42\u306b\u898b\u3048\u3066\u3057\u307e\u3046 |\n\n**5\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cUnscheduled visit\u300d\u306e\u3088\u3046\u306a\u5358\u4fa1\u8868\u306b\u7121\u3044\u884c\u3092\u6e21\u3059\u3068\u3001AI\u306f\u8fd1\u3044\u540d\u524d\u306e\u300cVisit\u300d\u306b\u5bc4\u305b\u3066\u7d50\u3073\u4ed8\u3051\u304c\u3061\u3067\u3059\u3002**\u5bc4\u305b\u305f\u77ac\u9593\u3001\u5951\u7d04\u306b\u7121\u3044\u8acb\u6c42\u304c\u5358\u4fa1\u306e\u5dee\u3060\u3051\u306e\u554f\u984c\u306b\u898b\u3048\u307e\u3059\u3002** \u7121\u3051\u308c\u3070 `not_in_budget` \u3068\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u88fd\u85ac\u4f01\u696d\u306e\u81e8\u5e8a\u958b\u767a\u90e8\u3067\u3001\u6cbb\u9a13\u306e\u5b9f\u65bd\u65bd\u8a2d\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u8acb\u6c42\u66f8\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u660e\u7d30\u306e\u884c\u3060\u3051\u3092\u898b\u3066\u3001\u5404\u884c\u3092\u9805\u76ee\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u660e\u7d30\u306e\u5404\u884c\u304b\u3089\u3001\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u306e\u540d\u524d\u30fb\u5b9f\u65bd\u65e5\u30fb\u56de\u6570\u3092\u539f\u6587\u306e\u307e\u307e\u5207\u308a\u51fa\u3059\n2. \u5404\u884c\u3092\u3001\u4e0b\u306b\u793a\u3059\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\n3. \u5bfe\u5fdc\u4ed8\u3051\u306e\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3092 evidence \u306b\u5165\u308c\u308b\n\n\u3010\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u306e\u6c7a\u307e\u308a\u3011\n- \u307e\u305a\u300c\u3053\u306e\u65bd\u8a2d\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u300d\u3092\u898b\u308b\u3002\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u306a\u3089\u305d\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\n- \u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306e\u540d\u524d\u3068\u898b\u6bd4\u3079\u3066\u5019\u88dc\u30921\u3064\u9078\u3073\u3001mapping \u3092 \"new_mapping\" \u306b\u3059\u308b\n- \u5358\u4fa1\u8868\u306b\u5f53\u3066\u306f\u307e\u308b\u8cbb\u76ee\u304c\u7121\u3051\u308c\u3070 budget_code \u3092 \"not_in_budget\" \u306b\u3059\u308b\u3002\n  \u540d\u524d\u306e\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n- \u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3067\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 \"ambiguous\" \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5358\u4fa1\u3084\u5408\u8a08\u3092\u691c\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u56de\u6570\u3092 1 \u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\"not_found\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- 1\u884c\u306b\u8907\u6570\u306e\u65e5\u4ed8\u304c\u3042\u308b\u3068\u304d\u306f\u3001\u6765\u9662\u306e\u5b9f\u65bd\u65e5\u304c\u3069\u308c\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070 \"ambiguous\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u88ab\u9a13\u8005\u756a\u53f7\u306e\u6841\u3084\u8a18\u53f7\u3092\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6765\u9662\u304c\u884c\u308f\u308c\u305f\u304b\u3069\u3046\u304b\u3001\u652f\u6255\u3063\u3066\u3088\u3044\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88ab\u9a13\u8005\u306e\u6c0f\u540d\u306a\u3069\u3001\u88ab\u9a13\u8005\u756a\u53f7\u4ee5\u5916\u306e\u500b\u4eba\u306e\u60c5\u5831\u3092\u66f8\u304d\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f OCR \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u660e\u7d30\u306e\u884c\u3011{line_items}\n\u3010\u3053\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\uff08\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u3068\u540d\u524d\uff09\u3011{budget_items}\n\u3010\u3053\u306e\u65bd\u8a2d\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3011{alias_list}\n```\n\n**\u300c\u540d\u524d\u306e\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u300d\u3092\u3001\u5bfe\u5fdc\u4ed8\u3051\u306e\u6c7a\u307e\u308a\u306e\u4e2d\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u53b3\u5b88\u4e8b\u9805\u306e\u5074\u3060\u3051\u306b\u66f8\u304f\u3068\u3001\u5bfe\u5fdc\u4ed8\u3051\u306e\u624b\u9806\u3092\u512a\u5148\u3057\u3066\u5bc4\u305b\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\u624b\u9806\u305d\u306e\u3082\u306e\u306e\u4e2d\u306b\u300c\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u8fd4\u3059\u300d\u5206\u5c90\u3092\u5165\u308c\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u5f62\u306e\u5d29\u308c\u305f\u5fdc\u7b54\u3092\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"study_no\": \"\",\n  \"site_no\": \"\",\n  \"invoice_no\": \"\",\n  \"invoice_date\": \"\",\n  \"currency\": \"\",\n  \"lines\": [\n    { \"line_no\": 1, \"subject_id\": \"\", \"visit\": \"\", \"visit_date\": \"\",\n      \"budget_code\": \"\", \"mapping\": \"alias | new_mapping | ambiguous | not_in_budget\",\n      \"quantity\": \"\", \"billed_amount\": \"\", \"confidence\": 0, \"evidence\": \"\", \"page\": 1 }\n  ]\n}\n```\n\n\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u306e `lines` \u306b\u6b21\u306e\u5224\u5b9a\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u610f\u5473 |\n|:--|:--|\n| `ok` | \u5358\u4fa1\u8868\u3068\u6765\u9662\u5b9f\u7e3e\u306e\u4e21\u65b9\u3068\u5408\u3046 |\n| `rate_diff` | \u5358\u4fa1\u00d7\u56de\u6570\u3068\u8acb\u6c42\u984d\u304c\u9055\u3046\u3002**\u6765\u9662\u306e\u65e5\u4ed8\u3067\u5358\u4fa1\u306e\u7248\u3092\u9078\u3093\u3067\u8a08\u7b97\u3059\u308b** |\n| `no_visit` | EDC\u306b\u305d\u306e\u88ab\u9a13\u8005\u306e\u305d\u306e\u6765\u9662\u306e\u8a18\u9332\u304c\u7121\u3044 |\n| `duplicate` | \u524d\u6708\u307e\u3067\u306b\u540c\u3058\u88ab\u9a13\u8005\u30fb\u6765\u9662\u30fb\u8cbb\u76ee\u304c\u8acb\u6c42\u3055\u308c\u3066\u3044\u308b |\n| `not_in_budget` | \u5358\u4fa1\u8868\u306b\u5f53\u305f\u308b\u8cbb\u76ee\u304c\u7121\u3044 |\n| `unreadable` | \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u3001\u307e\u305f\u306f `ambiguous` |\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `lines` \u306fAI\u304c\u539f\u6587\u304b\u3089\u57cb\u3081\u3001\u5224\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5358\u4fa1\u8868\u3068EDC\u3092\u76f8\u624b\u306b\u4ed8\u3051\u307e\u3059\u3002**\u5951\u7d04\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u5358\u4fa1\u8868\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\n\n| \u8acb\u6c42\u66f8\u3054\u3068\u306e\u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `pass` | \u3059\u3079\u3066\u306e\u884c\u304c `ok`\u3001\u304b\u3064\u5408\u8a08\u304c\u660e\u7d30\u306e\u548c\u3068\u4e00\u81f4 |\n| `query` | `rate_diff`\u30fb`no_visit`\u30fb`duplicate`\u30fb`not_in_budget` \u306e\u3044\u305a\u308c\u304b\u304c\u3042\u308b |\n| `needs_human` | `unreadable` \u304c\u3042\u308b\u3001\u307e\u305f\u306f `new_mapping` \u304c\u3042\u308b |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u8acb\u6c42\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057\u3068 SNS \u306e\u901a\u77e5 | \u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u306e\u884c\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u660e\u7d30\u306e\u5207\u308a\u51fa\u3057\u3068\u8cbb\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| EDC | \u5b9a\u671f\u7684\u306a\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a | \u6765\u9662\u5b9f\u7e3e\u3092\u7167\u5408\u7528\u306b\u8aad\u307f\u8fbc\u3080 |\n| \u5358\u4fa1\u8868 | \u7167\u5408\u7528\u306e\u8868\u306e\u8aad\u307f\u53d6\u308a | \u65bd\u8a2d\u3054\u3068\u306e\u5358\u4fa1\u3068\u9069\u7528\u671f\u9593\u3092\u5f15\u304f |\n| \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f | \u65e2\u5b58\u306e\u5165\u529b\u7d4c\u8def | \u627f\u8a8d\u3055\u308c\u305f\u3082\u306e\u3060\u3051\u3092\u56de\u3059 |\n\n**EDC\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** EDC\u306f\u75c7\u4f8b\u306e\u30c7\u30fc\u30bf\u306e\u4ed5\u7d44\u307f\u3067\u3001\u652f\u6255\u306e\u90fd\u5408\u3067\u89e6\u3063\u3066\u3088\u3044\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u8aad\u307f\u53d6\u308a\u306e\u6a29\u9650\u3060\u3051\u3092\u6301\u3064\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3044\u307e\u3059\u3002** \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u3082\u66f8\u304d\u8fbc\u307e\u305a\u3001\u627f\u8a8d\u3092\u901a\u3063\u305f\u3082\u306e\u3060\u3051\u304c\u65e2\u5b58\u306e\u7d4c\u8def\u3067\u56de\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `query` \u3068 `needs_human` \u306e\u8acb\u6c42\u66f8\u3060\u3051\u3067\u3059\u3002** `pass` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u65bd\u8a2d\u3068\u5408\u8a08\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e8\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 `unreadable` \u306e\u884c\u306f\u539f\u672c\u3067\u8aad\u307f\u3001`new_mapping` \u306e\u884c\u306f\u5bfe\u5fdc\u4ed8\u3051\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u6c7a\u3081\u305f\u5bfe\u5fdc\u306f\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u306b\u8db3\u3057\u307e\u3059**\n2. **`no_visit` \u3092\u78ba\u304b\u3081\u308b** \u2026 EDC\u306e\u5165\u529b\u304c\u9045\u308c\u3066\u3044\u308b\u3060\u3051\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u65bd\u8a2d\u306b\u7167\u4f1a\u3059\u308b\u524d\u306b\u3001\u30e2\u30cb\u30bf\u30fc\u306bEDC\u306e\u5165\u529b\u72b6\u6cc1\u3092\u805e\u304d\u307e\u3059**\n3. **`rate_diff` \u3068 `duplicate` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5358\u4fa1\u8868\u306e\u3069\u306e\u7248\u3067\u8a08\u7b97\u3057\u305f\u304b\u3001\u524d\u6708\u306e\u3069\u306e\u8acb\u6c42\u3068\u91cd\u306a\u3063\u305f\u304b\u3092\u898b\u307e\u3059\n4. **\u7167\u4f1a\u6587\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n5. **\u5224\u5b9a\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u884c\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** EDC\u306e\u5165\u529b\u306f\u6765\u9662\u304b\u3089\u6570\u65e5\u9045\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u5165\u529b\u5f85\u3061\u306e\u6765\u9662\u3092\u300c\u6765\u9662\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u65bd\u8a2d\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3068\u3001\u65bd\u8a2d\u3068\u306e\u95a2\u4fc2\u3092\u640d\u306d\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8acb\u6c42\u66f8 | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**\u82f1\u6587\u3067\u8acb\u6c42\u3057\u3066\u3082\u3089\u3046\u3088\u3046\u65bd\u8a2d\u306b\u4f9d\u983c\u3059\u308b** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u65bd\u8a2d\u306b\u983c\u3080 |\n| TIFF\u3067\u5c4a\u304f | \u8acb\u6c42\u66f8\u306e\u5206\u6790\u306f\u975e\u540c\u671f\u3067 JPEG\u30fbPNG\u30fbPDF\u3002PDF\u306b\u5909\u63db\u3059\u308b |\n| \u88ab\u9a13\u8005\u306e\u6c0f\u540d\u304c\u66f8\u304b\u308c\u3066\u3044\u308b | \u51e6\u7406\u3092\u6b62\u3081\u3001\u65bd\u8a2d\u306b\u69d8\u5f0f\u3092\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u5358\u4fa1\u8868\u304c\u307e\u3060\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u65bd\u8a2d | \u7167\u5408\u305b\u305a\u306b `needs_human`\u3002**\u5951\u7d04\u306e\u62c5\u5f53\u306b\u5358\u4fa1\u8868\u306e\u767b\u9332\u3092\u983c\u3080** |\n| \u901a\u8ca8\u304c\u5358\u4fa1\u8868\u3068\u9055\u3046 | \u63db\u7b97\u305b\u305a\u306b `query`\u3002\u70ba\u66ff\u306e\u6271\u3044\u306f\u5951\u7d04\u3067\u6c7a\u307e\u308b |\n| 1\u3064\u306ePDF\u306b\u8907\u6570\u306e\u8acb\u6c42\u66f8 | `ExpenseIndex` \u3067\u5206\u3051\u3001\u8acb\u6c42\u66f8\u3054\u3068\u306b\u7167\u5408\u3059\u308b |\n| `PARTIAL_SUCCESS` \u3067\u4e00\u90e8\u306e\u30da\u30fc\u30b8\u304c\u8aad\u3081\u306a\u3044 | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u8acb\u6c42\u66f8\u3092 `needs_human` \u306b |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u7acb\u3061\u4e0a\u3052\u306e\u6642\u671f\u306b\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u307e\u3059\u3002** \u65b0\u3057\u3044\u65bd\u8a2d\u304c\u8a66\u9a13\u306b\u52a0\u308f\u3063\u305f\u3068\u304d\u3001\u5951\u7d04\u306e\u7de0\u7d50\u304b\u3089\u5358\u4fa1\u8868\u306e\u767b\u9332\u307e\u3067\u306b\u9593\u304c\u3042\u308a\u3001\u305d\u306e\u9593\u306b\u6700\u521d\u306e\u8acb\u6c42\u66f8\u304c\u5c4a\u304d\u307e\u3059\u3002**\u5358\u4fa1\u8868\u306e\u767b\u9332\u3092\u5951\u7d04\u306e\u624b\u7d9a\u304d\u306e\u6700\u5f8c\u306e\u5de5\u7a0b\u306b\u5165\u308c\u3066\u304a\u304f**\u3068\u3001\u3053\u306e\u884c\u306f\u6e1b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8acb\u6c42\u66f8\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u8a66\u9a13\u756a\u53f7\u30fb\u65bd\u8a2d\u756a\u53f7\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetExpenseAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u5207\u308a\u51fa\u3057\u3068\u5bfe\u5fdc\u4ed8\u3051\u306e\u7d50\u679c\uff08`lines`\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5358\u4fa1\u8868\u306e\u7248\u3068EDC\u306e\u51fa\u529b\u306e\u65e5\u4ed8**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3084\u5bfe\u5fdc\u4ed8\u3051\u3092\u5909\u3048\u305f\u8a18\u9332**\n- \u7167\u4f1a\u306e\u5185\u5bb9\u3068\u65bd\u8a2d\u306e\u56de\u7b54\u3001\u652f\u6255\u306e\u627f\u8a8d\u306e\u65e5\u6642\n- \u65bd\u8a2d\u3054\u3068\u306e `unreadable` \u3068 `new_mapping` \u306e\u767a\u751f\u7387\n\n**4\u3064\u76ee\u3067\u5358\u4fa1\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u5909\u66f4\u3067\u5358\u4fa1\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u7248\u3067\u7167\u5408\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u76e3\u67fb\u3084\u65bd\u8a2d\u3068\u306e\u7cbe\u7b97\u306e\u3068\u304d\u306b\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002\n\n**ICH E6(R3) \u306f\u3001\u6cbb\u9a13\u306e\u8ca1\u52d9\u7684\u306a\u4e8b\u9805\u3092\u6cbb\u9a13\u4f9d\u983c\u8005\u3068\u6cbb\u9a13\u8cac\u4efb\u533b\u5e2b\u30fb\u5b9f\u65bd\u533b\u7642\u6a5f\u95a2\u306e\u9593\u306e\u5408\u610f\u6587\u66f8\u306b\u8a18\u9332\u3059\u308b\u3088\u3046\u6c42\u3081\u3001\u305d\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5fc5\u9808\u306e\u8a18\u9332\u306b\u6319\u3052\u3066\u3044\u307e\u3059\u3002** \u8acb\u6c42\u306e\u7167\u5408\u306e\u8a18\u9332\u306f\u3001\u305d\u306e\u5408\u610f\u3069\u304a\u308a\u306b\u652f\u6255\u3063\u305f\u3053\u3068\u3092\u793a\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\u4fdd\u5b58\u306e\u671f\u9593\u306f\u3001\u81ea\u793e\u306e\u6cbb\u9a13\u306e\u6587\u66f8\u306e\u4fdd\u5b58\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u8acb\u6c42\u66f8\u304b\u3089\u3001\u69d8\u5f0f\u306e\u9055\u3046\u65bd\u8a2d\u306e20\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u7167\u4f1a\u3092\u51fa\u3057\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 20\u4ef6\u306e\u8acb\u6c42\u66f8\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8acb\u6c42\u66f8\u3068\u3057\u3066\u5206\u6790\u3057\u3001\u660e\u7d30\u306e\u884c\u304c\u3069\u3046\u8fd4\u308b\u304b\u3092\u898b\u308b\n3. \u660e\u7d30\u306e\u884c\u3068\u3001\u305d\u306e\u65bd\u8a2d\u306e\u5358\u4fa1\u8868\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u5404\u884c\u3092\u88ab\u9a13\u8005\u756a\u53f7\u30fb\u6765\u9662\u30fb\u5b9f\u65bd\u65e5\u30fb\u8cbb\u76ee\u306b\u5206\u3051\u3001\u5358\u4fa1\u8868\u306e\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u5f53\u3066\u306f\u307e\u308b\u8cbb\u76ee\u304c\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u66f8\u304d\u3001\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u306f\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u5bfe\u5fdc\u4ed8\u3051\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u66f8\u304d\u5199\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u660e\u7d30\u306e\u884c\u304c\u3001\u88ab\u9a13\u8005\u3068\u6765\u9662\u306b\u5206\u3051\u3089\u308c\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u5bfe\u5fdc\u4ed8\u3051\u306b\u306a\u3063\u305f | **EDC\u3068\u5358\u4fa1\u8868\u3068\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u5358\u4fa1\u8868\u306b\u7121\u3044\u884c\u3092\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u660e\u7d30\u306e\u884c\u304c\u9014\u4e2d\u3067\u5207\u308c\u308b\u3001\u884c\u304c\u307e\u3068\u307e\u308b | **\u305d\u306e\u65bd\u8a2d\u306e\u69d8\u5f0f\u306e\u554f\u984c\u3002** \u65bd\u8a2d\u306b\u69d8\u5f0f\u306e\u76f8\u8ac7\u3092\u3059\u308b |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u660e\u7d30\u3092\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u3055\u305b\u308b \uff0f \u660e\u7d30\u306e\u66f8\u304d\u5199\u3057\u3068\u5bfe\u5fdc\u4ed8\u3051","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308a\u3001\u5358\u4fa1\u8868\u3068\u7167\u3089\u3057\u305f\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u66f8\u304d\u5199\u3057\u3068\u5358\u4fa1\u306e\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0bEDC\u306e\u6765\u9662\u5b9f\u7e3e\u3068\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u306e\u7167\u5408\u3001\u8acb\u6c42\u66f8\u3054\u3068\u306e\u5224\u5b9a\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d \uff0f \u7167\u5408\u3068\u7167\u4f1a\u306e\u6e96\u5099\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001150\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef628\u5206\u304c15\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u5199\u3057\u3068\u5358\u4fa1\u306e\u7167\u5408\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001EDC\u3068\u306e\u7167\u5408\u3068\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u306e\u7167\u5408\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30678\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**EDC\u3068\u306e\u7167\u5408\u3068\u4e8c\u91cd\u306e\u8acb\u6c42\u306e\u78ba\u8a8d\u304c\u3001\u660e\u7d30\u306e\u884c\u6570\u306b\u6bd4\u4f8b\u3059\u308b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001`new_mapping` \u306e\u591a\u3044\u65bd\u8a2d\u3068\u3001\u8aad\u307f\u53d6\u308a\u306e\u5d29\u308c\u3084\u3059\u3044\u69d8\u5f0f\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u304c\u80b2\u3063\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u4eba\u306b\u56de\u308b\u8acb\u6c42\u66f8\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5358\u4fa1\u8868\u306b\u7121\u3044\u884c\u3092\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u308b | \u6307\u793a\u306e\u624b\u9806\u306e\u4e2d\u306b\u300c\u7121\u3051\u308c\u3070\u7121\u3044\u300d\u306e\u5206\u5c90\u3092\u5165\u308c\u308b |\n| \u5951\u7d04\u306e\u5909\u66f4\u306e\u524d\u306e\u6765\u9662\u3092\u65b0\u3057\u3044\u5358\u4fa1\u3067\u7167\u5408\u3059\u308b | **\u6765\u9662\u306e\u65e5\u4ed8\u3067\u5358\u4fa1\u306e\u7248\u3092\u9078\u3076** |\n| EDC\u306e\u5165\u529b\u5f85\u3061\u3092 `no_visit` \u3068\u3057\u3066\u7167\u4f1a\u3059\u308b | \u7167\u4f1a\u306e\u524d\u306b\u30e2\u30cb\u30bf\u30fc\u306b\u5165\u529b\u72b6\u6cc1\u3092\u805e\u304f |\n| \u4e8c\u91cd\u306e\u8acb\u6c42\u3092\u898b\u843d\u3068\u3059 | \u524d\u6708\u307e\u3067\u306e\u7167\u5408\u306e\u8a18\u9332\u3092\u3001\u88ab\u9a13\u8005\u30fb\u6765\u9662\u30fb\u8cbb\u76ee\u3067\u5f15\u3051\u308b\u3088\u3046\u306b\u6b8b\u3059 |\n| \u56de\u6570\u306e\u7121\u3044\u884c\u30921\u56de\u3068\u3057\u3066\u6271\u3046 | `not_found` \u306b\u3055\u305b\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u660e\u7d30\u306e1\u884c\u306b\u8907\u6570\u306e\u6765\u9662\u304c\u8a70\u3081\u8fbc\u307e\u308c\u308b | \u5207\u308a\u51fa\u3057\u3067\u5206\u3051\u3001\u5206\u3051\u305f\u5143\u306e\u884c\u3092 `evidence` \u306b\u6b8b\u3059 |\n| \u88ab\u9a13\u8005\u306e\u6c0f\u540d\u304c\u66f8\u304b\u308c\u305f\u8acb\u6c42\u66f8\u3092\u305d\u306e\u307e\u307e\u8aad\u3080 | \u524d\u51e6\u7406\u3067\u6b62\u3081\u3001\u65bd\u8a2d\u306b\u69d8\u5f0f\u3092\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u901a\u8ca8\u306e\u9055\u3046\u8acb\u6c42\u3092\u52dd\u624b\u306b\u63db\u7b97\u3059\u308b | \u63db\u7b97\u305b\u305a\u306b\u7167\u4f1a\u3059\u308b |\n| \u5358\u4fa1\u8868\u306e\u767b\u9332\u304c\u9045\u308c\u308b | \u5951\u7d04\u306e\u624b\u7d9a\u304d\u306e\u6700\u5f8c\u306b\u5358\u4fa1\u8868\u306e\u767b\u9332\u3092\u5165\u308c\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u5408\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u300d\u7167\u5408\u3092\u4f5c\u308b\u8aa4\u308a\u3067\u3059\u3002**\u5bc4\u305b\u305f\u5bfe\u5fdc\u4ed8\u3051\u3068\u53e4\u3044\u7248\u306e\u5358\u4fa1\u306f\u3001\u5dee\u984d\u304c\u5c0f\u3055\u3044\u307b\u3069\u898b\u843d\u3068\u3055\u308c\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u88ab\u9a13\u8005\u8b58\u5225\u30b3\u30fc\u30c9\u3001\u6765\u9662\u306e\u65e5\u4ed8\u3068\u5b9f\u65bd\u3057\u305f\u691c\u67fb\u3001\u65bd\u8a2d\u3078\u306e\u652f\u6255\u984d\u3068\u5358\u4fa1\u3001\u305d\u3057\u3066\u6cbb\u9a13\u306e\u5951\u7d04\u306e\u6761\u4ef6\u3067\u3059\u3002\u88ab\u9a13\u8005\u8b58\u5225\u30b3\u30fc\u30c9\u306f\u4eee\u540d\u5316\u3055\u308c\u305f\u60c5\u5831\u3067\u3059\u304c\u3001**\u6765\u9662\u306e\u65e5\u4ed8\u3084\u691c\u67fb\u306e\u5185\u5bb9\u3068\u7d44\u307f\u5408\u308f\u3055\u308b\u3068\u3001\u65bd\u8a2d\u306e\u5074\u3067\u306f\u500b\u4eba\u306b\u7d50\u3073\u4ed8\u304d\u307e\u3059\u3002**\n\n1. **\u88ab\u9a13\u8005\u306e\u6c0f\u540d\u306a\u3069\u3092\u5916\u90e8\u306eAI\u306b\u6e21\u3055\u306a\u3044** \u2026 \u524d\u51e6\u7406\u3067\u6b62\u3081\u307e\u3059\u3002**\u88ab\u9a13\u8005\u8b58\u5225\u30b3\u30fc\u30c9\u4ee5\u5916\u306e\u500b\u4eba\u306e\u60c5\u5831\u306f\u3001\u8acb\u6c42\u66f8\u306b\u66f8\u304b\u306a\u3044\u3088\u3046\u65bd\u8a2d\u306b\u4f9d\u983c\u3057\u307e\u3059**\n2. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u660e\u7d30\u306e\u884c\u306b\u9650\u308b** \u2026 EDC\u306e\u6765\u9662\u5b9f\u7e3e\u3068\u5358\u4fa1\u8868\u306e\u91d1\u984d\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u7167\u5408\u3057\u307e\u3059\u3002**\u751f\u6210AI\u3078\u6e21\u3059\u306e\u306f\u660e\u7d30\u306e\u6587\u8a00\u3068\u3001\u8cbb\u76ee\u306e\u540d\u524d\u306e\u4e00\u89a7\u3060\u3051\u3067\u3059**\n3. **\u4fdd\u7ba1\u306e\u6697\u53f7\u5316\u3092\u6c7a\u3081\u308b** \u2026 `StartExpenseAnalysis` \u306e `KMSKeyId` \u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u5229\u7528\u8005\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u529b\u3059\u308b\u3068\u304d\u306b\u305d\u306e\u30ad\u30fc\u3067\u6697\u53f7\u5316\u3055\u308c\u307e\u3059\u3002\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f SSE-S3 \u3067\u6697\u53f7\u5316\u3055\u308c\u307e\u3059\n4. **EDC\u306e\u6a29\u9650\u3092\u8aad\u307f\u53d6\u308a\u306b\u9650\u308b** \u2026 \u652f\u6255\u306e\u7167\u5408\u306e\u305f\u3081\u306b\u75c7\u4f8b\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u63db\u3048\u3089\u308c\u308b\u6a29\u9650\u3092\u6301\u305f\u305b\u307e\u305b\u3093\n5. **\u7167\u4f1a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u65bd\u8a2d\u3068\u306e\u95a2\u4fc2\u306f\u3001\u8a66\u9a13\u306e\u9032\u307f\u5177\u5408\u306b\u76f4\u7d50\u3057\u307e\u3059**\n6. **\u652f\u6255\u306e\u5224\u65ad\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u5951\u7d04\u306e\u89e3\u91c8\u304c\u5206\u304b\u308c\u308b\u8acb\u6c42\u306f\u3001\u81e8\u5e8a\u958b\u767a\u306e\u62c5\u5f53\u3068\u5951\u7d04\u306e\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6839\u62e0\u306e\u7121\u3044\u8acb\u6c42\u3092\u652f\u6255\u3046\u3053\u3068\u3068\u3001\u6b63\u5f53\u306a\u8acb\u6c42\u3092\u7167\u4f1a\u3057\u3066\u65bd\u8a2d\u306e\u8ca0\u62c5\u3092\u5897\u3084\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8cbb\u76ee\u306e\u5bc4\u305b\u3068\u5358\u4fa1\u306e\u7248\u306e\u53d6\u308a\u9055\u3048\u304b\u3089\u3001\u5f8c\u8005\u306fEDC\u306e\u5165\u529b\u5f85\u3061\u3068\u8aad\u307f\u53d6\u308a\u306e\u7c97\u3055\u304b\u3089\u8d77\u304d\u307e\u3059\u3002","recommended_for":"\u56fd\u969b\u5171\u540c\u6cbb\u9a13\u3092\u81ea\u793e\u3067\u7ba1\u7406\u3057\u3001\u6d77\u5916\u306e\u5b9f\u65bd\u533b\u7642\u6a5f\u95a2\u3084\u4e2d\u592e\u691c\u67fb\u6a5f\u95a2\u304b\u3089\u82f1\u6587\u306e\u8acb\u6c42\u66f8\u3092\u6bce\u6708\u767e\u4ef6\u4ee5\u4e0a\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u88fd\u85ac\u4f01\u696d\u30fb\u533b\u7642\u6a5f\u5668\u30e1\u30fc\u30ab\u30fc\u30fb\u30d0\u30a4\u30aa\u30d9\u30f3\u30c1\u30e3\u30fc\u3002\u8acb\u6c42\u66f8\u306e\u660e\u7d30\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u5199\u3057\u3001\u5951\u7d04\u306e\u5358\u4fa1\u8868\u3068EDC\u306e\u6765\u9662\u306e\u8a18\u9332\u3092\u76ee\u3067\u7a81\u304d\u5408\u308f\u305b\u3066\u3044\u308b\u5834\u5408\u3002\u65bd\u8a2d\u3054\u3068\u306b\u8acb\u6c42\u66f8\u306e\u69d8\u5f0f\u304c\u9055\u3044\u3001\u62c5\u5f53\u8005\u304c\u65bd\u8a2d\u306e\u7656\u3092\u899a\u3048\u3066\u51e6\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u65bd\u8a2d\u3078\u306e\u652f\u6255\u3092CRO\uff08\u958b\u767a\u696d\u52d9\u53d7\u8a17\u6a5f\u95a2\uff09\u3084\u652f\u6255\u4ee3\u884c\u306e\u4f1a\u793e\u306b\u3059\u3079\u3066\u59d4\u306d\u3066\u304a\u308a\u3001\u81ea\u793e\u3067\u8acb\u6c42\u66f8\u3092\u898b\u306a\u3044\u5834\u5408\u3002\u8acb\u6c42\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u30fb\u97d3\u56fd\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u65bd\u8a2d\u304c\u4e2d\u5fc3\u306e\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\uff09\u3002\u65bd\u8a2d\u304c\u652f\u6255\u306e\u4ed5\u7d44\u307f\u306b\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u5165\u308c\u308b\u904b\u7528\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u5951\u7d04\u306e\u89e3\u91c8\u304c\u5206\u304b\u308c\u308b\u8acb\u6c42\u3092\u652f\u6255\u3046\u304b\u3001\u65bd\u8a2d\u3068\u5358\u4fa1\u3092\u898b\u76f4\u3059\u304b\u306e\u5224\u65ad\u306f\u3001\u81e8\u5e8a\u958b\u767a\u306e\u62c5\u5f53\u3068\u5951\u7d04\u306e\u62c5\u5f53\u304c\u884c\u3046\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5358\u4fa1\u8868\u3092\u8868\u306b\u3059\u308b**\n\n\u8acb\u6c42\u66f8\u306e\u4ef6\u6570\u304c\u591a\u3044\u4e0a\u4f4d20\u65bd\u8a2d\u306b\u3064\u3044\u3066\u3001\u5951\u7d04\u306e\u5358\u4fa1\u8868\u3092**\u300c\u65bd\u8a2d\u756a\u53f7\u30fb\u8cbb\u76ee\u306e\u30b3\u30fc\u30c9\u30fb\u8cbb\u76ee\u306e\u540d\u524d\u30fb\u5358\u4fa1\u30fb\u901a\u8ca8\u30fb\u9069\u7528\u958b\u59cb\u65e5\u30fb\u9069\u7528\u7d42\u4e86\u65e5\u300d**\u306e\u8868\u306b\u8d77\u3053\u3057\u307e\u3059\u3002**\u5168\u65bd\u8a2d\u3092\u4e00\u5ea6\u306b\u305d\u308d\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8acb\u6c42\u66f8\u304b\u3089\u69d8\u5f0f\u306e\u9055\u304620\u4ef6\u3092\u9078\u3073\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u660e\u7d30\u3092\u8cbb\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u3055\u305b\u307e\u3059\u3002**\u8fd1\u3044\u8cbb\u76ee\u306b\u5bc4\u305b\u3066\u3044\u306a\u3044\u304b\u3001\u56de\u6570\u3092\u88dc\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7167\u5408\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n**\u7aef\u6570\u306e\u9055\u3044\u3092\u3069\u3053\u307e\u3067\u8a31\u3059\u304b\u3001EDC\u306e\u5165\u529b\u5f85\u3061\u3092\u3069\u3046\u6271\u3046\u304b\u3001\u4e8c\u91cd\u306e\u8acb\u6c42\u3092\u3069\u306e\u5358\u4f4d\u3067\u898b\u308b\u304b\u3092\u3001\u81e8\u5e8a\u958b\u767a\u3068\u7d4c\u7406\u3067\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001EDC\u304b\u3089\u6765\u9662\u5b9f\u7e3e\u3092\u51fa\u529b\u3059\u308b\u624b\u9806\u3092\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u62c5\u5f53\u3068\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3068 Lambda \u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u5f35\u308a\u3001OCR\u3092\u547c\u3073\u3001\u660e\u7d30\u306e\u5bfe\u5fdc\u4ed8\u3051\u3068\u5358\u4fa1\u306e\u7167\u5408\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u8acb\u6c42\u66f8\u3054\u3068\u306e\u5224\u5b9a\u3092\u51fa\u3055\u305a\u3001\u884c\u3054\u3068\u306e\u7d50\u679c\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** EDC\u306e\u6765\u9662\u5b9f\u7e3e\u3068\u524d\u6708\u307e\u3067\u306e\u8acb\u6c42\u3068\u306e\u7167\u5408\u3092\u8db3\u3057\u3001\u8acb\u6c42\u66f8\u3054\u3068\u306e\u5224\u5b9a\u3092\u51fa\u3057\u307e\u3059\u3002`query` \u3068 `needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef628\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u304c\u80b2\u3061\u3001`new_mapping` \u304c\u6708\u306b\u6570\u4ef6\u307e\u3067\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0084","UC-0545","UC-0005","UC-0505"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u6cbb\u9a13\u306e\u8ca1\u52d9\u7684\u306a\u4e8b\u9805\u3092\u3001\u6cbb\u9a13\u4f9d\u983c\u8005\u3068\u6cbb\u9a13\u8cac\u4efb\u533b\u5e2b\u30fb\u5b9f\u65bd\u533b\u7642\u6a5f\u95a2\u306e\u9593\u306e\u5408\u610f\u6587\u66f8\u306b\u8a18\u9332\u3059\u3079\u304d\u3053\u3068\uff083.5 Financing\uff09\u3002\u8ca1\u52d9\u7684\u306a\u4e8b\u9805\u306b\u95a2\u3059\u308b\u53d6\u308a\u6c7a\u3081\u304c\u5fc5\u9808\u306e\u8a18\u9332\u306b\u542b\u307e\u308c\u308b\u3053\u3068 | [ICH E6(R3) Guideline for Good Clinical Practice\uff082025\u5e741\u67086\u65e5\u63a1\u629e\uff09](https:\/\/database.ich.org\/sites\/default\/files\/ICH_E6%28R3%29_Step4_FinalGuideline_2025_0106.pdf) | 2026-10-08 |\n| \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u4e0d\u53ef\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3002\u6587\u5b57\u306e\u9ad8\u305515\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u304c\u4e0b\u9650 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-08 |\n| \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306a\u3057\u3067\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3092\u62bd\u51fa\u3057\u3001\u7570\u306a\u308b\u898b\u51fa\u3057\u3092 `INVOICE_RECEIPT_ID` \u306a\u3069\u306e\u6a19\u6e96\u306e\u9805\u76ee\u306b\u305d\u308d\u3048\u308b\u3053\u3068\u3002\u6a19\u6e96\u306b\u5f53\u305f\u3089\u306a\u3044\u9805\u76ee\u304c `OTHER` \u306b\u306a\u308b\u3053\u3068\u3002\u660e\u7d30\u306e `ITEM`\u30fb`QUANTITY`\u30fb`UNIT_PRICE`\u30fb`PRICE`\u3001`LabelDetection`\u30fb`ValueDetection`\u30fb`Confidence`\u30fb`PageNumber`\u30fb`ExpenseIndex` \u304c\u8fd4\u308b\u3053\u3068 | [AWS: Analyzing Invoices and Receipts](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/invoices-receipts.html) | 2026-10-08 |\n| `StartExpenseAnalysis` \u304c JPEG\u30fbPNG\u30fbPDF \u3092\u6271\u3046\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002`JobTag` \u304c\u5b8c\u4e86\u306e\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002`KMSKeyId` \u306e\u6271\u3044\u3002`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068 | [AWS: StartExpenseAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartExpenseAnalysis.html) | 2026-10-08 |\n| `MaxResults` \u304c\u65e2\u5b9a\u30fb\u6700\u592720\u3067 `NextToken` \u3067\u7d9a\u304d\u3092\u53d6\u308b\u3053\u3068\u3002`SummaryFields`\u30fb`LineItemGroups` \u306e\u69cb\u9020\u3002`JobStatus` \u306b `PARTIAL_SUCCESS` \u304c\u3042\u308b\u3053\u3068 | [AWS: GetExpenseAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetExpenseAnalysis.html) | 2026-10-08 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format`\uff08`type: \"json_schema\"`\uff09\u3067\u6307\u5b9a\u3059\u308b\u3053\u3068 | [Claude: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-08 |\n\n**\u8acb\u6c42\u3092\u652f\u6255\u3046\u304b\u3069\u3046\u304b\u3001\u5951\u7d04\u306e\u89e3\u91c8\u304c\u5206\u304b\u308c\u308b\u8acb\u6c42\u306e\u6271\u3044\u306f\u3001\u81e8\u5e8a\u958b\u767a\u306e\u62c5\u5f53\u3068\u5951\u7d04\u306e\u62c5\u5f53\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\u3068 ICH E6(R3) \u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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