{"id":25543,"date":"2025-05-11T19:09:18","date_gmt":"2025-05-11T11:09:18","guid":{"rendered":"https:\/\/pi-union.com\/?p=25543"},"modified":"2025-05-15T17:32:12","modified_gmt":"2025-05-15T09:32:12","slug":"%e5%a4%a7%e5%9e%8b%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8bllms%e5%b0%8d%e7%a5%9e%e7%b6%93%e7%a7%91%e8%ad%b7%e7%90%86%e5%93%81%e8%b3%aa%e8%88%87%e6%95%88%e7%8e%87%e7%9a%84%e5%bd%b1%e9%9f%bf","status":"publish","type":"post","link":"https:\/\/pi-union.com\/zh\/2025\/05\/11\/%e5%a4%a7%e5%9e%8b%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8bllms%e5%b0%8d%e7%a5%9e%e7%b6%93%e7%a7%91%e8%ad%b7%e7%90%86%e5%93%81%e8%b3%aa%e8%88%87%e6%95%88%e7%8e%87%e7%9a%84%e5%bd%b1%e9%9f%bf\/","title":{"rendered":"\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u5bf9\u795e\u7ecf\u79d1\u62a4\u7406\u8d28\u91cf\u4e0e\u6548\u7387\u7684\u5f71\u54cd"},"content":{"rendered":"<h4 class=\"wp-block-heading\">\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLMs)\u5c0d\u795e\u7d93\u79d1\u8b77\u7406\u54c1\u8cea\u8207\u6548\u7387\u7684\u5f71\u97ff\uff1a\u795e\u7d93\u79d1\u5b78\u4e2d\u7684\u65b0\u8208\u8b70\u984c<\/h4>\n\n\n\n<p>Lidia Moura, et al. <em>Neurology. <\/em>2024 Jun 11;102(11):e209497.<\/p>\n\n\n\n<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u662f\u5148\u9032\u7684\u4eba\u5de5\u667a\u6167\uff08Artificial Intelligence, AI\uff09\u7cfb\u7d71\uff0c\u64c5\u9577\u8b58\u5225\u548c\u751f\u6210\u985e\u4f3c\u4eba\u985e\u7684\u8a9e\u8a00\uff0c\u53ef\u80fd\u6210\u70ba\u8207\u795e\u7d93\u79d1\u5b78\u76f8\u95dc\u8cc7\u8a0a\u4efb\u52d9\u7684\u5bf6\u8cb4\u5de5\u5177\u3002\u5118\u7ba1LLMs\u5728\u591a\u500b\u9818\u57df\u986f\u793a\u51fa\u986f\u8457\u6f5b\u529b\uff0c\u4f46\u5b83\u5011\u5728\u65e5\u5e38\u81e8\u5e8a\u5be6\u8e10\u4e2d\u52d5\u614b\u74b0\u5883\u4e0b\u7684\u8868\u73fe\u4ecd\u7136\u4e0d\u78ba\u5b9a\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u6982\u8ff0\u4e86\u5728\u81e8\u5e8a\u74b0\u5883\u4e2d\u4f7f\u7528LLMs\u7684\u591a\u7a2e\u5c40\u9650\u6027\u548c\u6311\u6230\uff0c\u5305\u62ec\u6709\u9650\u7684\u81e8\u5e8a\u63a8\u7406\u3001\u53ef\u9760\u6027\u548c\u6e96\u78ba\u6027\u4e0d\u4e00\u3001\u518d\u73fe\u6027\u504f\u5dee\u3001\u81ea\u6211\u670d\u52d9\u504f\u5dee\u3001\u8d0a\u52a9\u504f\u5dee\uff0c\u4ee5\u53ca\u53ef\u80fd\u52a0\u5287\u91ab\u7642\u5dee\u8ddd\u7684\u98a8\u96aa\u3002\u9019\u4e9b\u6311\u6230\u9032\u4e00\u6b65\u53d7\u5230\u5be6\u969b\u696d\u52d9\u8003\u91cf\u548c\u57fa\u790e\u8a2d\u65bd\u9700\u6c42\uff08\u5305\u62ec\u76f8\u95dc\u6210\u672c\uff09\u7684\u5f71\u97ff\u3002\u70ba\u4e86\u514b\u670d\u9019\u4e9b\u969c\u7919\u4e26\u6709\u6548\u767c\u63eeLLMs\u7684\u6f5b\u529b\uff0c\u672c\u6587\u70ba\u8003\u616e\u5728\u81e8\u5e8a\u5be6\u8e10\u4e2d\u4f7f\u7528LLMs\u7684\u91ab\u7642\u6a5f\u69cb\u3001\u7814\u7a76\u4eba\u54e1\u548c\u795e\u7d93\u79d1\u91ab\u751f\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5efa\u8b70\u3002<\/p>\n\n\n\n<p>\u91ab\u7642\u6a5f\u69cb\u5fc5\u9808\u57f9\u990a\u63a5\u53d7AI\u89e3\u6c7a\u65b9\u6848\u7684\u6587\u5316\uff0c\u4e26\u5c07\u5176\u7121\u7e2b\u878d\u5165\u91ab\u7642\u904b\u71df\u4e2d\u3002\u660e\u78ba\u7684\u76ee\u6a19\u548c\u5546\u696d\u8a08\u5283\u61c9\u5f15\u5c0eAI\u89e3\u6c7a\u65b9\u6848\u7684\u9078\u64c7\uff0c\u78ba\u4fdd\u5176\u7b26\u5408\u7d44\u7e54\u9700\u6c42\u548c\u9810\u7b97\u8003\u91cf\u3002\u8b93\u81e8\u5e8a\u548c\u975e\u81e8\u5e8a\u7684\u76f8\u95dc\u55ae\u4f4d\u53c3\u8207\u5176\u4e2d\uff0c\u6709\u52a9\u65bc\u78ba\u4fdd\u5fc5\u8981\u7684\u8cc7\u6e90\u3001\u5efa\u7acb\u4fe1\u4efb\uff0c\u4e26\u78ba\u4fddAI\u61c9\u7528\u7684\u9577\u671f\u53ef\u6301\u7e8c\u6027\u3002\u6e2c\u8a66\u3001\u9a57\u8b49\u3001\u57f9\u8a13\u548c\u6301\u7e8c\u76e3\u6e2c\u662f\u6210\u529f\u6574\u5408\u7684\u95dc\u9375\u3002<\/p>\n\n\n\n<p>\u5c0d\u65bc\u795e\u7d93\u79d1\u91ab\u751f\u4f86\u8aaa\uff0c\u4fdd\u8b77\u60a3\u8005\u6578\u64da\u96b1\u79c1\u81f3\u95dc\u91cd\u8981\u3002\u5c0b\u6c42\u6a5f\u69cb\u8cc7\u8a0a\u6280\u8853\u55ae\u4f4d\u7684\u6307\u5c0e\uff0c\u4ee5\u505a\u51fa\u77e5\u60c5\u4e14\u5408\u898f\u7684\u6c7a\u5b9a\uff0c\u4e26\u4fdd\u6301\u8b66\u60d5\uff0c\u907f\u514dLLMs\u8f38\u51fa\u4e2d\u7684\u504f\u898b\uff0c\u662f\u8ca0\u8cac\u4efb\u4e14\u516c\u6b63\u4f7f\u7528AI\u5de5\u5177\u7684\u91cd\u8981\u5be6\u8e10\u3002<\/p>\n\n\n\n<p>\u5728\u7814\u7a76\u65b9\u9762\uff0c\u5373\u4f7f\u662f\u5df2\u53bb\u8b58\u5225\u7684\u60a3\u8005\u6578\u64da\uff0c\u4e5f\u61c9\u7372\u5f97\u6a5f\u69cb\u5be9\u67e5\u59d4\u54e1\u6703\u7684\u6279\u51c6\uff0c\u4ee5\u78ba\u4fdd\u5176\u502b\u7406\u4f7f\u7528\u3002\u9075\u5b88\u5982SPIRIT-AI\u3001MI-CLAIM\u548cCONSORT-AI\u7b49\u65e2\u5b9a\u6307\u5357\uff0c\u5c0d\u65bc\u5728AI\u7814\u7a76\u4e2d\u4fdd\u6301\u4e00\u81f4\u6027\u4e26\u6e1b\u5c11\u504f\u898b\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u7e3d\u4e4b\uff0cLLMs\u5728\u81e8\u5e8a\u795e\u7d93\u5b78\u4e2d\u7684\u6574\u5408\u63d0\u4f9b\u4e86\u5de8\u5927\u7684\u524d\u666f\uff0c\u4f46\u4e5f\u5e36\u4f86\u4e86\u5de8\u5927\u7684\u6311\u6230\u3002\u4e86\u89e3\u9019\u4e9b\u8003\u91cf\u5c0d\u65bc\u6709\u6548\u5229\u7528AI\u63d0\u5347\u795e\u7d93\u79d1\u8b77\u7406\u7684\u54c1\u8cea\u548c\u5b89\u5168\u6027\u81f3\u95dc\u91cd\u8981\u3002\u672c\u6587\u70ba\u91ab\u7642\u6a5f\u69cb\u3001\u7814\u7a76\u4eba\u54e1\u548c\u795e\u7d93\u79d1\u91ab\u751f\u5728\u9019\u500b\u8b8a\u9769\u6027\u9818\u57df\u4e2d\u63d0\u4f9b\u4e86\u6307\u5c0e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u8a55\u8ad6\uff1a\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5728\u795e\u7d93\u79d1\u8b77\u7406\u7684\u6f5b\u529b\u8207\u6311\u6230\u2014\u2014\u5f9e\u5275\u65b0\u5de5\u5177\u5230\u8cac\u4efb\u5be6\u8e10<\/h4>\n\n\n\n<p>\u5728\u795e\u7d93\u91ab\u7642\u6b63\u671d\u5411\u6578\u4f4d\u5316\u8207\u7cbe\u6e96\u5316\u52a0\u901f\u524d\u9032\u7684\u7576\u4e0b\uff0cLidia Moura \u7b49\u4eba\u7684\u6587\u7ae0\u70ba\u6211\u5011\u5e36\u4f86\u4e00\u4efd\u6975\u5177\u6642\u4ee3\u610f\u7fa9\u7684\u89c0\u5bdf\u5831\u544a\u3002\u4ed6\u5011\u4e0d\u50c5\u6307\u51fa\u4e86\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u795e\u7d93\u79d1\u5b78\u81e8\u5e8a\u5de5\u4f5c\u4e2d\u7684\u6f5b\u80fd\uff0c\u4e5f\u8aa0\u5be6\u63ed\u793a\u4e86\u5728\u5c0e\u5165\u904e\u7a0b\u4e2d\u6240\u9762\u81e8\u7684\u502b\u7406\u3001\u6280\u8853\u8207\u5236\u5ea6\u6027\u6311\u6230\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1. LLMs\u7684\u6f5b\u80fd\uff1a\u795e\u7d93\u79d1\u8cc7\u8a0a\u8655\u7406\u8207\u6e9d\u901a\u7684\u52a0\u901f\u5668<\/h5>\n\n\n\n<p>\u795e\u7d93\u79d1\u91ab\u7642\u5e38\u6d89\u53ca\u5927\u91cf\u8907\u96dc\u8cc7\u8a0a\uff0c\u5305\u62ec\u5f71\u50cf\u8a3a\u65b7\u3001\u75c5\u53f2\u8cc7\u6599\u3001\u85e5\u7269\u7d00\u9304\u8207\u529f\u80fd\u6027\u8a55\u4f30\u5831\u544a\u7b49\u3002LLMs \u4f5c\u70ba\u4e00\u7a2e\u5177\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u8207\u751f\u6210\u80fd\u529b\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u5176\u5728\u4ee5\u4e0b\u65b9\u9762\u5c55\u73fe\u9ad8\u5ea6\u6f5b\u529b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52d5\u5316\u6587\u66f8\u8655\u7406\u8207\u6458\u8981\u751f\u6210<\/strong>\uff1a\u53ef\u5354\u52a9\u6e1b\u8f15\u91ab\u8b77\u4eba\u54e1\u8a18\u9304\u8207\u5831\u544a\u7684\u8ca0\u64d4\u3002<\/li>\n\n\n\n<li><strong>\u75c5\u60a3\u6e9d\u901a\u8207\u5065\u5eb7\u6559\u80b2<\/strong>\uff1aLLMs \u53ef\u751f\u6210\u6dfa\u986f\u6613\u61c2\u7684\u91ab\u7642\u8aaa\u660e\u6587\u5b57\uff0c\u4fc3\u9032\u75c5\u60a3\u53c3\u8207\u3002<\/li>\n\n\n\n<li><strong>\u81e8\u5e8a\u6c7a\u7b56\u652f\u63f4\u521d\u6b65\u8349\u7a3f<\/strong>\uff1a\u53ef\u6574\u5408\u91ab\u7642\u6307\u5357\u8207\u6587\u737b\u8cc7\u8a0a\uff0c\u63d0\u4f9b\u8a3a\u65b7\u8207\u8655\u7f6e\u65b9\u5411\u53c3\u8003\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u9019\u4e9b\u61c9\u7528\u82e5\u80fd\u59a5\u5584\u6574\u5408\uff0c\u6709\u671b\u63d0\u9ad8\u91ab\u7642\u6548\u7387\uff0c\u91cb\u653e\u91ab\u5e2b\u6642\u9593\uff0c\u5c08\u6ce8\u65bc\u66f4\u5177\u4eba\u6587\u95dc\u61f7\u7684\u81e8\u5e8a\u4e92\u52d5\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">2. \u98a8\u96aa\u8207\u6311\u6230\uff1a\u4eba\u5de5\u667a\u6167\u4e5f\u6703\u300c\u8166\u9727\u300d<\/h5>\n\n\n\n<p>\u4f5c\u8005\u7cbe\u78ba\u9ede\u51fa\u4e86 LLMs \u5728\u795e\u7d93\u79d1\u81e8\u5e8a\u5be6\u8e10\u4e2d\u6240\u9762\u81e8\u7684\u516d\u5927\u6311\u6230\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6709\u9650\u7684\u81e8\u5e8a\u63a8\u7406\u80fd\u529b<\/strong>\uff1aLLMs \u5c0d\u8a9e\u8a00\u7684\u638c\u63e1\u4e26\u4e0d\u7b49\u65bc\u91ab\u5b78\u908f\u8f2f\u6216\u56e0\u679c\u95dc\u4fc2\u7684\u7406\u89e3\u3002<\/li>\n\n\n\n<li><strong>\u6e96\u78ba\u6027\u8207\u518d\u73fe\u6027\u4e0d\u7a69\u5b9a<\/strong>\uff1a\u4e0d\u540c\u8f38\u5165\u53ef\u80fd\u7522\u51fa\u98a8\u683c\u4e00\u81f4\u4f46\u610f\u7fa9\u4e0d\u4e00\u81f4\u7684\u7d50\u679c\u3002<\/li>\n\n\n\n<li><strong>\u504f\u898b\u98a8\u96aa\u8207\u8cc7\u6599\u4e0d\u900f\u660e\u6027<\/strong>\uff1a\u5305\u62ec\u8a13\u7df4\u6578\u64da\u7684\u793e\u6703\u6587\u5316\u504f\u898b\u3001\u81ea\u6211\u5f37\u5316\u504f\u8aa4\u3001\u7522\u696d\u8d0a\u52a9\u5f71\u97ff\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u57fa\u790e\u8a2d\u65bd\u8207\u6210\u672c\u969c\u7919<\/strong>\uff1a\u7cfb\u7d71\u6574\u5408\u3001\u8cc7\u5b89\u7dad\u8b77\u3001\u4eba\u529b\u518d\u8a13\u7df4\u7b49\u7686\u9700\u6295\u5165\u8cc7\u6e90\u3002<\/li>\n\n\n\n<li><strong>\u96b1\u79c1\u98a8\u96aa<\/strong>\uff1a\u91ab\u7642\u8cc7\u6599\u7684\u6a5f\u5bc6\u6027\u5728\u8207\u7b2c\u4e09\u65b9AI\u6a21\u578b\u4e92\u52d5\u6642\u53ef\u80fd\u53d7\u5230\u5a01\u8105\u3002<\/li>\n\n\n\n<li><strong>\u5065\u5eb7\u4e0d\u5e73\u7b49\u7684\u653e\u5927\u5668<\/strong>\uff1a\u82e5\u8a2d\u8a08\u4e0d\u826f\uff0cLLMs \u53ef\u80fd\u5ffd\u8996\u5c11\u6578\u65cf\u7fa4\u3001\u8a9e\u8a00\u969c\u7919\u8005\u8207\u908a\u7de3\u5316\u793e\u7fa4\u7684\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3. \u7cfb\u7d71\u6027\u6574\u5408\uff1a\u4e0d\u53ea\u662f\u5c0e\u5165\u79d1\u6280\uff0c\u66f4\u662f\u6539\u8b8a\u6587\u5316<\/h5>\n\n\n\n<p>\u672c\u7814\u7a76\u6700\u5177\u8ca2\u737b\u7684\u5730\u65b9\uff0c\u5728\u65bc\u5176\u5c0d\u91ab\u7642\u6a5f\u69cb\u8207\u81e8\u5e8a\u4eba\u54e1\u63d0\u51fa\u5177\u9ad4\u53ef\u884c\u7684\u5be6\u52d9\u5efa\u8b70\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5efa\u7acbAI\u6587\u5316\u8207\u6cbb\u7406\u67b6\u69cb<\/strong>\uff1a\u4e0d\u50c5\u8981\u6709\u6280\u8853\uff0c\u66f4\u9700\u8de8\u90e8\u9580\u6e9d\u901a\u8207\u50f9\u503c\u5171\u8b58\u3002<\/li>\n\n\n\n<li><strong>\u8a2d\u5b9a\u6e05\u6670\u76ee\u6a19\u8207\u6548\u76ca\u8a55\u4f30\u6307\u6a19<\/strong>\uff1a\u907f\u514d\u56e0\u8ffd\u6c42\u79d1\u6280\u611f\u800c\u5ffd\u7565\u5be6\u969b\u9700\u6c42\u8207\u53ef\u7528\u6027\u3002<\/li>\n\n\n\n<li><strong>\u81e8\u5e8a\u53c3\u8207\u8a2d\u8a08\u6d41\u7a0b<\/strong>\uff1a\u907f\u514d\u300c\u5de5\u5177\u8207\u4eba\u5206\u96e2\u300d\u7684\u758f\u96e2\u73fe\u8c61\u3002<\/li>\n\n\n\n<li><strong>\u6301\u7e8c\u6e2c\u8a66\u8207\u6559\u80b2\u8a13\u7df4<\/strong>\uff1a\u4fdd\u6301\u6a21\u578b\u900f\u660e\u3001\u53ef\u76e3\u6e2c\u3001\u53ef\u6e9d\u901a\uff0c\u4e26\u5f37\u5316\u7528\u6236\u7684\u6578\u4f4d\u7d20\u990a\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">4. \u7814\u7a76\u502b\u7406\uff1a\u900f\u660e\u3001\u53ef\u91cd\u73fe\u8207\u516c\u5e73\u70ba\u672a\u4f86AI\u91ab\u5b78\u7814\u7a76\u6838\u5fc3<\/h5>\n\n\n\n<p>\u5728\u7814\u7a76\u65b9\u9762\uff0c\u6587\u7ae0\u7279\u5225\u5f37\u8abf\u9700\u9075\u5faa SPIRIT-AI\u3001MI-CLAIM\u3001CONSORT-AI \u7b49\u65b0\u8208AI\u7814\u7a76\u6307\u5f15\uff0c\u907f\u514d\u300c\u79d1\u6280\u70ab\u8000\u6027\u7814\u7a76\u300d\uff08techno-optimism without accountability\uff09\u3002\u5373\u4fbf\u4f7f\u7528\u53bb\u8b58\u5225\u5316\u8cc7\u6599\uff0c\u4e5f\u61c9\u7531\u502b\u7406\u59d4\u54e1\u6703\u5be9\u67e5\uff0c\u53cd\u6620\u51fa AI \u91ab\u5b78\u7814\u7a76\u4e0d\u53ea\u662f\u79d1\u6280\u6311\u6230\uff0c\u66f4\u662f\u50f9\u503c\u8207\u898f\u7bc4\u7684\u5be6\u8e10\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u7e3d\u7d50\uff1a\u5c07AI\u4f5c\u70ba\u63d0\u5347\u795e\u7d93\u79d1\u7167\u8b77\u7684\u540c\u76df\uff0c\u800c\u975e\u66ff\u4ee3\u8005<\/h5>\n\n\n\n<p>LLMs \u5728\u795e\u7d93\u91ab\u5b78\u7684\u672a\u4f86\u89d2\u8272\uff0c\u4e0d\u61c9\u662f\u53d6\u4ee3\u91ab\u5e2b\u7684\u667a\u80fd\u4ee3\u7406\u4eba\uff0c\u800c\u61c9\u662f\u8207\u4eba\u985e\u81e8\u5e8a\u667a\u6167\u5171\u821e\u7684\u8f14\u52a9\u5de5\u5177\u3002Moura \u7b49\u4eba\u63d0\u9192\u6211\u5011\uff0c<strong>\u6709\u6548\u5c0e\u5165AI\u4e0d\u53ea\u662f\u300c\u79d1\u6280\u554f\u984c\u300d\uff0c\u66f4\u662f\u300c\u502b\u7406\u554f\u984c\u300d\u3001\u300c\u5236\u5ea6\u554f\u984c\u300d\u8207\u300c\u6587\u5316\u554f\u984c\u300d<\/strong>\u3002\u552f\u6709\u900f\u904e\u591a\u65b9\u53c3\u8207\u8207\u8b39\u614e\u898f\u5283\uff0c\u6211\u5011\u624d\u80fd\u907f\u514d\u5728\u64c1\u62b1\u5275\u65b0\u6642\uff0c\u907a\u843d\u4e86\u91ab\u7642\u4eba\u6587\u7684\u521d\u5fc3\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Source:<\/p>\n\n\n\n<p><a href=\"https:\/\/www.neurology.org\/doi\/10.1212\/WNL.0000000000209497?url_ver=Z39.88-2003&amp;rfr_id=ori:rid:crossref.org&amp;rfr_dat=cr_pub%20%200pubmed\" target=\"_blank\" rel=\"noreferrer noopener\">Implications of Large Language Models for Quality and Efficiency of Neurologic Care<\/a><\/p>\n\n\n\n<p><strong>\u7de8\u8b6f\u8207\u8a55\u8ad6: <a href=\"https:\/\/pi-union.com\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u767e\u806f\u91ab\u5b78\u7de8\u8b6f<\/a><\/strong><\/p>\n\n\n\n<p><strong>Translator and Reviewer:\u00a0<a href=\"https:\/\/pi-union.com\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">PI-Union Medical Science Ltd.<\/a><\/strong><\/p>\n\n\n\n<p>E-mail: <a href=\"mailto:piunion@pi-union.com\">piunion@pi-union.com<\/a><\/p>\n\n\n\n<p>Online Courses: <a href=\"https:\/\/course.pi-union.com\/\">course.pi-union.com<\/a><\/p>\n\n\n\n<p>Official Website: <a href=\"https:\/\/pi-union.com\/zh\/\">pi-union.com<\/a><\/p>\n\n\n\n<p>Youtube: <a href=\"https:\/\/www.youtube.com\/@pi-union\">www.youtube.com\/@pi-union<\/a><\/p>\n\n\n\n<p>Instagram: <a href=\"https:\/\/www.instagram.com\/piunion2020\/\">www.instagram.com\/piunion2020<\/a><\/p>\n\n\n\n<p>Facebook: <a href=\"https:\/\/www.facebook.com\/piunion2020\/\" target=\"_blank\" rel=\"noreferrer noopener\">www.facebook.com\/piunion2020<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLMs)\u5c0d\u795e\u7d93\u79d1\u8b77\u7406\u54c1\u8cea\u8207\u6548\u7387\u7684\u5f71\u97ff\uff1a\u795e\u7d93\u79d1\u5b78\u4e2d\u7684\u65b0\u8208\u8b70\u984c Lidia Moura, et a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":25544,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[71],"tags":[155,162,161,160,150,163,165],"class_list":["post-25543","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-holistic-health","tag-ai","tag-artificial-intelligence","tag-large-language-models","tag-llms","tag-150","tag-163","tag-165"],"_links":{"self":[{"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/posts\/25543","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/comments?post=25543"}],"version-history":[{"count":3,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/posts\/25543\/revisions"}],"predecessor-version":[{"id":25651,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/posts\/25543\/revisions\/25651"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/media\/25544"}],"wp:attachment":[{"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/media?parent=25543"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/categories?post=25543"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pi-union.com\/zh\/wp-json\/wp\/v2\/tags?post=25543"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}