{"id":9969,"date":"2026-11-09T10:51:41","date_gmt":"2026-11-09T01:51:41","guid":{"rendered":"https:\/\/www.editage.jp\/blog\/?p=9969"},"modified":"2026-11-10T10:12:35","modified_gmt":"2026-11-10T01:12:35","slug":"ai-bias-in-research-types-examples-and-how-to-reduce-bias","status":"publish","type":"post","link":"https:\/\/www.editage.jp\/blog\/ai-bias-in-research-types-examples-and-how-to-reduce-bias\/","title":{"rendered":"\u7814\u7a76\u306b\u304a\u3051\u308bAI\u30d0\u30a4\u30a2\u30b9\uff1a\u305d\u306e\u7a2e\u985e\u3068\u4e8b\u4f8b\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u8efd\u6e1b\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<ul class=\"wp-block-list u-mb-ctrl u-mb-30\">\n<li>AI\u30c4\u30fc\u30eb\u306b\u306f\u3001\u56fa\u6709\u306e\u30d0\u30a4\u30a2\u30b9\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u7814\u7a76\u306e\u4e2d\u3067\u5897\u5e45\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>AI\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u4e0d\u5b8c\u5168\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u504f\u898b\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a2d\u8a08\u6642\u306b\u4e0b\u3055\u308c\u305f\u5224\u65ad\u3001\u3042\u308b\u3044\u306f\u7814\u7a76\u8005\u306eAI\u3078\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4e0e\u3048\u65b9\u304b\u3089\u751f\u3058\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>AI\u306b\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u308b\u65b9\u6cd5\u3084\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u306b\u304a\u3051\u308bAI\u30d0\u30a4\u30a2\u30b9\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading u-mb-ctrl u-mb-10\">\u7814\u7a76\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u3001\u7814\u7a76\u306e\u7d50\u679c\u3084\u7d50\u8ad6\u3092\u3086\u304c\u3081\u308b\u3001\u3042\u3089\u3086\u308b\u7cfb\u7d71\u7684\u306a\u8aa4\u5dee\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u3053\u3067\u9375\u3068\u306a\u308b\u8a00\u8449\u306f\u300c\u7cfb\u7d71\u7684\u300d\u3067\u3059\u3002\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u5076\u7136\u306b\u751f\u3058\u308b\u3082\u306e\u3067\u3082\u3001\u7814\u7a76\u52a9\u624b\u304c\u8a66\u9a13\u7ba1\u3092\u843d\u3068\u3057\u305f\u3088\u3046\u306a\u5076\u767a\u7684\u306a\u30df\u30b9\u306b\u3088\u3063\u3066\u751f\u3058\u308b\u3082\u306e\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u7814\u7a76\u306b\u304a\u3051\u308b\u3055\u307e\u3056\u307e\u306a\u30d0\u30a4\u30a2\u30b9\u306e\u7a2e\u985e\u306b\u3064\u3044\u3066\u306f\u4ed6\u306e\u8a18\u4e8b\u3067\u3082\u53d6\u308a\u4e0a\u3052\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3053\u3053\u3067\u306f\u3001\u7814\u7a76\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30d0\u30a4\u30a2\u30b9\u304c\u5b58\u5728\u3057\u3001\u305d\u308c\u306f\u8cea\u7684\u7814\u7a76\u306b\u3082\u67fb\u8aad\u306b\u3082\u5b58\u5728\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3060\u3051\u8ff0\u3079\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading u-mb-ctrl u-mb-10\">\u7814\u7a76\u306b\u304a\u3051\u308bAI\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u7814\u7a76\u8005\u304cAI\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3001\u305d\u306e\u30c4\u30fc\u30eb\u306b\u542b\u307e\u308c\u308b\u30d0\u30a4\u30a2\u30b9\u3092\u5f15\u304d\u7d99\u3044\u3067\u3057\u307e\u3046\u3068\u3001\u7814\u7a76\u306fAI\u30d0\u30a4\u30a2\u30b9\u306e\u5f71\u97ff\u3092\u53d7\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002AI\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30e2\u30c7\u30eb\u306f\u7cfb\u7d71\u7684\u306a\u8aa4\u5dee\u3092\u751f\u307f\u51fa\u3057\u3001\u305d\u308c\u304c\u4e0d\u516c\u5e73\u306a\u3001\u504f\u3063\u305f\u3001\u3042\u308b\u3044\u306f\u5dee\u5225\u7684\u306a\u7814\u7a76\u30c7\u30fc\u30bf\u3084\u7814\u7a76\u7d50\u679c\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading u-mb-ctrl u-mb-10\">\u4e8b\u4f8b\uff1aChatGPT\u306e\u30d0\u30a4\u30a2\u30b9<\/h4>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\"><a href=\"https:\/\/www.worthwhileconsulting.com\/read-watch-listen\/chatgpt-insists-that-doctors-are-male-and-nurses-female\" target=\"_blank\" rel=\"noreferrer noopener\">\u3042\u308b\u8208\u5473\u6df1\u3044\u5b9f\u9a13<\/a>\u3067\u3001\u7814\u7a76\u8005\u305f\u3061\u306f\u300cdoctor\uff08\u533b\u5e2b\uff09\u300d\u3068\u300cnurse\uff08\u770b\u8b77\u5e2b\uff09\u300d\u3068\u3044\u3046\u8a9e\u3092\u542b\u3080\u6587\u3092\u3044\u304f\u3064\u304bChatGPT\u306b\u5165\u529b\u3057\u3001\u305d\u306e\u89e3\u91c8\u3092\u6c42\u3081\u307e\u3057\u305f\u3002ChatGPT\u306f\u3001\u533b\u5e2b\u306f\u7537\u6027\u3001\u770b\u8b77\u5e2b\u306f\u5973\u6027\u3067\u3042\u308b\u3068\u60f3\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading u-mb-ctrl u-mb-10\">AI\u306b\u304a\u3051\u308b\u7814\u7a76\u30d0\u30a4\u30a2\u30b9\u306e\u539f\u56e0<\/h2>\n\n\n\n<h3 class=\"wp-block-heading u-mb-ctrl u-mb-10\"><strong>\u4e0d\u5b8c\u5168\u307e\u305f\u306f\u504f\u308a\u306e\u3042\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf<\/strong><strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u308b\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u304c\u4e0d\u5b8c\u5168\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30de\u30a4\u30ce\u30ea\u30c6\u30a3\u96c6\u56e3\u306e\u30c7\u30fc\u30bf\u304c\u6b20\u3051\u3066\u3044\u305f\u308a\u3001\u7279\u5b9a\u306e\u5e74\u9f62\u3001\u6027\u5225\u3001\u808c\u306e\u8272\u3001\u4eba\u7a2e\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u304c\u904e\u5270\u306b\u3001\u3042\u308b\u3044\u306f\u904e\u5c11\u306b\u542b\u307e\u308c\u3066\u3044\u305f\u308a\u3059\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u307e\u305f\u3001\u91cd\u75c7\u60a3\u8005\u306f\u96fb\u5b50\u30ab\u30eb\u30c6\uff08EHR\uff09\u306b\u8a18\u9332\u3055\u308c\u308b\u60c5\u5831\u91cf\u304c\u591a\u304f\u3001\u8a18\u9332\u3082\u9577\u671f\u306b\u308f\u305f\u308b\u305f\u3081\u3001\u305d\u308c\u3060\u3051\u3067\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u91cd\u75c7\u60a3\u8005\u306e\u30c7\u30fc\u30bf\u304c\u591a\u304f\u542b\u307e\u308c\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u554f\u984c\u3082\u751f\u3058\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading u-mb-ctrl u-mb-10\"><strong>\u4e8b\u4f8b<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u308bAI\u30e2\u30c7\u30eb\u304c\u3001\u7cd6\u5c3f\u75c5\u60a3\u8005\u306e\u3046\u3061\u3069\u306e\u60a3\u8005\u304c\u814e\u81d3\u75c5\u3092\u767a\u75c7\u3059\u308b\u304b\u3092\u4e88\u6e2c\u3059\u308b\u3088\u3046\u5b66\u7fd2\u3055\u305b\u3089\u308c\u305f\u3068\u3057\u307e\u3059\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001\u975e\u5e38\u306b\u91cd\u75c7\u306e\u60a3\u8005\u306e\u8a18\u9332\u304c\u306f\u308b\u304b\u306b\u591a\u304f\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3046\u3057\u305f\u60a3\u8005\u306f\u3001\u983b\u7e41\u306b\u901a\u9662\u3057\u3001\u8907\u6570\u306e\u8a3a\u65ad\u3092\u53d7\u3051\u3001\u4f55\u5e74\u306b\u3082\u308f\u305f\u308b\u8a73\u7d30\u306a\u96fb\u5b50\u30ab\u30eb\u30c6\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u624b\u539a\u304f\u7d4c\u904e\u89b3\u5bdf\u3055\u308c\u3066\u3044\u308b\u3053\u3046\u3057\u305f\u60a3\u8005\u306b\u3088\u304f\u898b\u3089\u308c\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u7814\u7a76\u8005\u304c\u3053\u306e\u30e2\u30c7\u30eb\u3092\u4e00\u822c\u96c6\u56e3\u306b\u7528\u3044\u308b\u3068\u3001\u814e\u81d3\u75c5\u306e\u30ea\u30b9\u30af\u3092\u904e\u5927\u306b\u4e88\u6e2c\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u8840\u7b97\uff08CBC\uff09\u691c\u67fb\u306e\u308f\u305a\u304b\u306a\u7570\u5e38\u3092\u3001\u814e\u81d3\u75c5\u304c\u5dee\u3057\u8feb\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u5f37\u3044\u6307\u6a19\u3060\u3068\u89e3\u91c8\u3057\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u3067CBC\u691c\u67fb\u304c\u5f37\u529b\u306a\u4e88\u6e2c\u56e0\u5b50\u3067\u3042\u308b\u3088\u3046\u306b\u898b\u3048\u305f\u306e\u306f\u3001\u5b9f\u969b\u306e\u4e88\u6e2c\u4fa1\u5024\u306e\u305f\u3081\u3067\u306f\u306a\u304f\u3001\u6700\u3082\u91cd\u75c7\u306e\u60a3\u8005\u304c\u306f\u308b\u304b\u306b\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u305f\u3053\u3068\u304c\u4e00\u56e0\u3060\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading u-mb-ctrl u-mb-10\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u6b74\u53f2\u7684\u306a\u504f\u898b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u7528\u3044\u3089\u308c\u305f\u904e\u53bb\u306e\u7814\u7a76\u306b\u7531\u6765\u3059\u308b\u3001\u53e4\u3044\u30e9\u30d9\u30eb\u3084\u30d0\u30a4\u30a2\u30b9\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u4ee5\u524d\u306e\u81e8\u5e8a\u8a66\u9a13\u306e\u591a\u304f\u3067\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u306b\u542b\u307e\u308c\u308b\u7537\u6027\u306e\u6570\u304c\u5973\u6027\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u591a\u304f\u3001<a href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC11953574\/\" target=\"_blank\" rel=\"noreferrer noopener\">2022\u5e74\u306e\u7814\u7a76<\/a>\u306f\u3001\u3053\u306e\u6027\u5225\u306b\u3088\u308b\u30d0\u30a4\u30a2\u30b9\u306f\u6e1b\u5c11\u3057\u305f\u3060\u3051\u3067\u3001\u306a\u304f\u306a\u3063\u3066\u306f\u3044\u306a\u3044\u3053\u3068\u3092\u793a\u5506\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u5225\u306e\u7814\u7a76\u8005\u304c\u305d\u306eAI\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u3068\u3001\u6b21\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u6027\u5225\u306b\u3088\u308b\u30d0\u30a4\u30a2\u30b9\u304c\u5165\u308a\u8fbc\u3080\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list u-mb-ctrl u-mb-30\">\n<li><strong>\u6587\u732e\u30ec\u30d3\u30e5\u30fc\uff1a<\/strong>\u30e2\u30c7\u30eb\u304c\u3001\u7537\u6027\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u30a8\u30d3\u30c7\u30f3\u30b9\u3084\u3001\u7537\u6027\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u7814\u7a76\u306e\u8981\u7d04\u3092\u8fd4\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7814\u7a76\u8ab2\u984c\u306e\u751f\u6210\uff1a<\/strong>\u65b0\u305f\u306a\u7814\u7a76\u8ab2\u984c\u3092\u63d0\u6848\u3059\u308b\u969b\u306b\u3001\u30e2\u30c7\u30eb\u304c\u6027\u5225\u306b\u7279\u6709\u306e\u554f\u984c\u3092\u898b\u843d\u3068\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/li>\n\n\n\n<li><strong>\u8a3a\u65ad\uff1a<\/strong>\u75c7\u72b6\u3001\u884c\u52d5\u3001\u6cbb\u7642\u3078\u306e\u53cd\u5fdc\u304c\u6027\u5225\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092AI\u30e2\u30c7\u30eb\u304c\u8a8d\u8b58\u305b\u305a\u3001\u305d\u308c\u3089\u306e\u75c7\u72b6\u3001\u53cd\u5fdc\u3001\u884c\u52d5\u3092\u5225\u306e\u8981\u56e0\u306b\u5e30\u3057\u3066\u3057\u307e\u3046\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u89e3\u6790\uff1a<\/strong>AI\u304c\u7537\u6027\u3068\u5973\u6027\u306e\u88ab\u9a13\u8005\u306e\u30c7\u30fc\u30bf\u3092\u8aa4\u3063\u3066\u7d71\u5408\u3057\u305f\u308a\u3001\u6027\u5225\u304c\u4ea4\u7d61\u56e0\u5b50\u3001\u5a92\u4ecb\u56e0\u5b50\u3001\u52b9\u679c\u4fee\u98fe\u56e0\u5b50\u3068\u306a\u308b\u53ef\u80fd\u6027\u3092\u8003\u616e\u3057\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading u-mb-ctrl u-mb-10\"><strong>\u4e8b\u4f8b<\/strong><\/h4>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u6162\u6027\u814e\u81d3\u75c5\uff08CKD\uff09\u306e\u65b0\u3057\u3044\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u7814\u7a76\u8005\u304c\u3001\u3069\u306e\u75c7\u72b6\u3092\u512a\u5148\u3059\u3079\u304d\u304b\u3092AI\u30e2\u30c7\u30eb\u306b\u5c0b\u306d\u307e\u3059\u3002AI\u304c\u8fd4\u3059\u30ea\u30b9\u30c8\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u306e70%\u8d85\u304c\u767d\u4eba\u7537\u6027\u3067\u3042\u308b\u7814\u7a76\u306b\u57fa\u3065\u3044\u305f\u3082\u306e\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u65b0\u3057\u3044\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5973\u6027\u3084BIPOC\uff08\u9ed2\u4eba\u3001\u5148\u4f4f\u6c11\u3001\u6709\u8272\u4eba\u7a2e\uff09\u306e\u96c6\u56e3\u3067CKD\u3092\u898b\u9003\u3059\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading u-mb-ctrl u-mb-10\"><strong>AI<\/strong><strong>\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u304a\u3051\u308b\u4eba\u9593\u306e\u9078\u629e<\/strong><strong><\/strong><\/h3>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">AI\u30e2\u30c7\u30eb\u306f\u3001\u3042\u308b\u96c6\u56e3\u3092\u512a\u9047\u3059\u308b\u3088\u3046\u660e\u793a\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u3066\u3044\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u304c\u4f55\u3092\u512a\u5148\u3057\u3001\u3069\u306e\u3088\u3046\u306b\u5224\u65ad\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u306e\u4eba\u9593\u306e\u9078\u629e\u304c\u3001\u610f\u56f3\u305b\u305a\u96c6\u56e3\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002AI\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306b\u3042\u305f\u3063\u3066\u3001\u958b\u767a\u8005\u306f\u3001\u7279\u5b9a\u306e\u6700\u9069\u5316\u76ee\u6a19\u3001\u7279\u5fb4\u91cf\u306e\u91cd\u307f\u4ed8\u3051\u3001\u5224\u5b9a\u306e\u3057\u304d\u3044\u5024\u306e\u8a2d\u5b9a\u306a\u3069\u3001\u4e3b\u89b3\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u4e0a\u306e\u9078\u629e\u3092\u884c\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u3053\u3046\u3057\u305f\u9078\u629e\u304c\u3001\u3046\u3063\u304b\u308a\u591a\u6570\u6d3e\u306e\u96c6\u56e3\u3092\u307b\u304b\u306e\u96c6\u56e3\u3088\u308a\u3082\u512a\u9047\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading u-mb-ctrl u-mb-10\"><strong>\u4e8b\u4f8b<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u8005\u305f\u3061\u304c\u3001\u611f\u67d3\u75c7\u306e\u30a2\u30a6\u30c8\u30d6\u30ec\u30a4\u30af\u306e\u30ea\u30b9\u30af\u304c\u9ad8\u3044\u5730\u57df\u3092\u7279\u5b9a\u3059\u308bAI\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u3068\u3057\u307e\u3057\u3087\u3046\u3002\u5f7c\u3089\u306f\u3001\u5165\u9662\u4ef6\u6570\u3092\u5f37\u529b\u306a\u4e88\u6e2c\u56e0\u5b50\u3068\u3059\u3079\u304d\u3060\u3068\u5224\u65ad\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u3057\u304b\u3057\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u3001\u8cc7\u6e90\u306e\u8c4a\u5bcc\u306a\u5927\u90fd\u5e02\u306e\u60c5\u5831\u304c\u306f\u308b\u304b\u306b\u591a\u304f\u542b\u307e\u308c\u3066\u3044\u305f\u3068\u3057\u305f\u3089\u3069\u3046\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u308c\u306f\u5358\u306b\u3001\u305d\u3046\u3057\u305f\u5730\u57df\u3067\u306f\u75be\u75c5\u30b5\u30fc\u30d9\u30a4\u30e9\u30f3\u30b9\u304c\u3088\u308a\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u8a3a\u7642\u8a18\u9332\u3082\u3088\u308a\u5b8c\u5168\u3067\u3042\u308b\u304b\u3089\u306b\u3059\u304e\u307e\u305b\u3093\u3002\u3059\u308b\u3068\u3001\u7814\u7a76\u8005\u304c\u305d\u306eAI\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u305f\u5834\u5408\u3001\u8fb2\u6751\u5730\u57df\u306e\u30ea\u30b9\u30af\u3092\u904e\u5c0f\u8a55\u4fa1\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u8fb2\u6751\u5730\u57df\u3067\u306f\u3001\u75c5\u9662\u304c\u9060\u304b\u3063\u305f\u308a\u30a2\u30af\u30bb\u30b9\u304c\u4e0d\u4fbf\u3060\u3063\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u3001\u5165\u9662\u4ef6\u6570\u304c\u5c11\u306a\u3044\u306e\u3067\u3059\u3002\u7814\u7a76\u8005\u306f\u3001\u5b9f\u969b\u306b\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u8aa4\u3063\u305f\u3082\u306e\u3092\u512a\u5148\u3057\u3066\u3044\u305f\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3053\u3046\u3057\u305f\u5730\u57df\u306f\u75be\u75c5\u8ca0\u8377\u304c\u4f4e\u3044\u3068\u8aa4\u3063\u3066\u7d50\u8ad6\u3065\u3051\u3066\u3057\u307e\u3046\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 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class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u3001\u3042\u308b\u7814\u7a76\u8005\u304cClaude\u306b\u300c\u4f4e\u6240\u5f97\u5bb6\u5ead\u306e\u751f\u5f92\u306f\u3001\u306a\u305c\u6570\u5b66\u3067\u82e6\u52b4\u3059\u308b\u306e\u304b\uff1f\u300d\u3068\u5c0b\u306d\u305f\u3068\u3057\u307e\u3059\u3002\u3053\u306e\u8cea\u554f\u306f\u3001\u5b9f\u306e\u3068\u3053\u308d\u3001\u5bb6\u5ead\u306e\u6240\u5f97\u3092\u524d\u63d0\u306b\u7b54\u3048\u308b\u3088\u3046Claude\u306b\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001Claude\u306e\u56de\u7b54\u306f\u3001\u89aa\u306e\u5b66\u6b74\u3084\u5bb6\u5ead\u306e\u8cc7\u6e90\u3068\u3044\u3063\u305f\u8981\u56e0\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3001\u5b66\u6821\u306e\u8ca1\u6e90\u3001\u6307\u5c0e\u65b9\u6cd5\u3068\u3044\u3063\u305f\u8981\u56e0\u306b\u306f\u3042\u307e\u308a\u89e6\u308c\u306a\u3044\u3082\u306e\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u7814\u7a76\u8005\u304cClaude\u306e\u51fa\u529b\u3092\u4f7f\u3063\u3066\u7814\u7a76\u8ab2\u984c\u3092\u7acb\u3066\u305f\u308a\u3001\u8cea\u554f\u7d19\u3084\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u8a2d\u8a08\u3057\u305f\u308a\u3059\u308c\u3070\u3001\u305d\u306e\u7d50\u679c\u3082\u307e\u305f\u5bb6\u5ead\u306e\u6240\u5f97\u306b\u95a2\u308f\u308b\u8981\u56e0\u306b\u504f\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"u-mb-ctrl u-mb-30 wp-block-paragraph\">\u7814\u7a76\u8005\u306f\u3001AI\u306e\u8fce\u5408\u6027\uff08sycophancy\uff09\u306b\u3082\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001AI\u30e2\u30c7\u30eb\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u540c\u8abf\u3059\u308b\u56de\u7b54\u3092\u8fd4\u3059\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u3092\u300c\u559c\u3070\u305b\u308b\u300d\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u300c\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u306e\u5236\u5ea6\u304c\u3069\u306e\u3088\u3046\u306b\u5f93\u696d\u54e1\u306e\u5b9a\u7740\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u304b\u3092\u8aac\u660e\u3057\u3001\u5b9f\u5728\u3059\u308b\u30b8\u30e3\u30fc\u30ca\u30eb\u8ad6\u6587\u3092\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3001\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u304c\u5b9a\u7740\u7387\u3092\u5411\u4e0a\u3055\u305b\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u5b9a\u7740\u7387\u306b\u5f71\u97ff\u3057\u306a\u3044\u3053\u3068\u3092\u793a\u3059\u7814\u7a76\u306f\u7121\u8996\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading u-mb-ctrl u-mb-10\">AI\u30d0\u30a4\u30a2\u30b9\u306e\u8efd\u6e1b\uff1a\u7814\u7a76\u8005\u304c\u4f7f\u7528\u3059\u308bAI\u30b7\u30b9\u30c6\u30e0\u3067\u30d0\u30a4\u30a2\u30b9\u3092\u6291\u3048\u308b\u306b\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u3067AI\u3092\u4f7f\u3046\u969b\u306b\u306f\u3001\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u3053\u3068\u3067\u30d0\u30a4\u30a2\u30b9\u306e\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list u-mb-ctrl u-mb-30\">\n<li class=\"u-mb-ctrl u-mb-10\"><strong>\u4e2d\u7acb\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u3002<\/strong>\u305f\u3068\u3048\u3070\u3001\u52b9\u679c\u306e\u65b9\u5411\u6027\u3092\u4f1d\u3048\u3066\u3057\u307e\u3046\u300cimprove\uff08\u5411\u4e0a\u3055\u305b\u308b\uff09\u300d\u3084\u300creduce\uff08\u6e1b\u3089\u3059\uff09\u300d\u306e\u4ee3\u308f\u308a\u306b\u3001\u300chas an influence\uff08\u5f71\u97ff\u3092\u4e0e\u3048\u308b\uff09\u300d\u3092\u4f7f\u3046\u3002<\/li>\n\n\n\n<li class=\"u-mb-ctrl u-mb-10\"><strong>\u81ea\u5206\u306b\u3068\u3063\u3066\u53d7\u3051\u5165\u308c\u304c\u305f\u3044\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u3001\u53cd\u5bfe\u306e\u7acb\u5834\u304b\u3089\u691c\u8a3c\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u4eee\u8aac\u3092\u660e\u793a\u3057\u306a\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3002<\/strong>\u63a1\u7528\u3057\u305f\u56de\u7b54\u3060\u3051\u3067\u306a\u304f\u3001\u3059\u3079\u3066\u306e\u51fa\u529b\u3092\u8a18\u9332\u3059\u308b\u3002<\/li>\n\n\n\n<li class=\"u-mb-ctrl u-mb-10\"><strong>AI<\/strong><strong>\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u30b3\u30fc\u30d1\u30b9\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/strong>\u305f\u3068\u3048\u3070\u3001\u82f1\u8a9e\u306e\u60c5\u5831\u6e90\u3057\u304b\u5bfe\u8c61\u3068\u3057\u306a\u3044\u6587\u732e\u691c\u7d22\u30c4\u30fc\u30eb\u3088\u308a\u3082\u3001\u82f1\u8a9e\u4ee5\u5916\u306e\u60c5\u5831\u6e90\u3082\u5bfe\u8c61\u3068\u3059\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3002<\/li>\n\n\n\n<li class=\"u-mb-ctrl u-mb-10\"><strong>\u591a\u69d8\u306a\u7814\u7a76\u30c1\u30fc\u30e0\u3092\u4f5c\u308b\u3002<\/strong>\u3055\u307e\u3056\u307e\u306a\u56fd\u3001\u4eba\u7a2e\u3001\u6c11\u65cf\u3001\u6027\u5225\u306e\u5171\u540c\u7814\u7a76\u8005\u304c\u3044\u308c\u3070\u3001AI\u306e\u51fa\u529b\u306b\u542b\u307e\u308c\u308bWEIRD\uff08Western\u3001Industrialized\u3001Rich\u3001Democratic\uff1a\u897f\u6d0b\u306e\u3001\u5de5\u696d\u5316\u3055\u308c\u305f\u3001\u88d5\u798f\u306a\u3001\u6c11\u4e3b\u7684\u306a\uff09\u30d0\u30a4\u30a2\u30b9\u3092\u898b\u3064\u3051\u3084\u3059\u304f\u306a\u308b\u3002<\/li>\n\n\n\n<li><strong>AI<\/strong><strong>\u306b\u4e0e\u3048\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u524d\u51e6\u7406\u3057\u3001\u6574\u7406\u3059\u308b\u3002<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u3063\u305f\u308a\u3001\u91cd\u307f\u4ed8\u3051\u3092\u7528\u3044\u305f\u308a\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"u-mb-ctrl u-mb-0 wp-block-paragraph\"><strong><span class=\"swl-fz u-fz-l\">\u53c2\u8003\u6587\u732e<\/span><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cross JL, et al. Bias in medical AI: Implications for clinical decision-making. doi: <a href=\"https:\/\/doi.org\/10.1371\/journal.pdig.0000651\" target=\"_blank\" rel=\"noopener\">10.1371\/journal.pdig.0000651<\/a><\/li>\n\n\n\n<li>Casey Laizure S. Caution: ChatGPT Doesn\u2019t Know What You Are Asking and Doesn\u2019t Know What It Is Saying. doi: <a href=\"https:\/\/doi.org\/10.5863\/1551-6776-29.5.558\" target=\"_blank\" rel=\"noopener\">10.5863\/1551-6776-29.5.558<\/a><\/li>\n\n\n\n<li>Abbott EE, et al. Understanding and Addressing Bias in Artificial Intelligence Systems: A Primer for the Emergency Medicine Physician. doi: <a href=\"https:\/\/doi.org\/10.1016\/j.acepjo.2025.100311\" target=\"_blank\" rel=\"noopener\">10.1016\/j.acepjo.2025.100311<\/a><\/li>\n\n\n\n<li>Barlek MH, et al. The Persistence of Sex Bias in High-Impact Clinical Research. doi: <a href=\"https:\/\/doi.org\/10.1016\/j.jss.2022.04.077\" target=\"_blank\" rel=\"noopener\">10.1016\/j.jss.2022.04.077<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7814\u7a76\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u4f55\u304b\uff1f \u7814\u7a76\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u3001\u7814\u7a76\u306e\u7d50\u679c\u3084\u7d50\u8ad6\u3092\u3086\u304c\u3081\u308b\u3001\u3042\u3089\u3086\u308b\u7cfb\u7d71\u7684\u306a\u8aa4\u5dee\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u3053\u3067\u9375\u3068\u306a\u308b\u8a00\u8449\u306f\u300c\u7cfb\u7d71\u7684\u300d\u3067\u3059\u3002\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u5076\u7136\u306b\u751f\u3058\u308b\u3082\u306e\u3067\u3082\u3001\u7814\u7a76\u52a9\u624b\u304c\u8a66\u9a13\u7ba1\u3092\u843d\u3068\u3057\u305f\u3088\u3046\u306a [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":9970,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[8,9],"tags":[],"class_list":["post-9969","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learning","category-researchwriting"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u7814\u7a76\u306b\u304a\u3051\u308bAI\u30d0\u30a4\u30a2\u30b9\uff1a\u305d\u306e\u7a2e\u985e\u3068\u4e8b\u4f8b\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u8efd\u6e1b\u3059\u308b\u65b9\u6cd5 - Editage Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.editage.jp\/blog\/ai-bias-in-research-types-examples-and-how-to-reduce-bias\/\" 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