{"id":47215,"topic":"ai","source":"21财经","title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","url_hash":"28177ab39c0e89bb093924f2f06fe823b82b1df2","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMijAFBVV95cUxPYmJtS2NPUGlIZjBfdlhlN0tQQllIMml5Z3FvT2M4TXpGZTZqR2NSWGNmd2RKSENIb3hILTF0bG1EVEJ3Z2FDcDFQOTBDeGwtMi1YUlVNbkVsZ3pKbUtYWkxaYTFXcHdKVTJoVi01dHI4dDFYUFFvc0w0aUJWNXJBdHBBTHVqbE00Z0hMeA?oc=5\" target=\"_blank\">ICU里懂行的AI搭子：广东医疗AI大模型的应用实践</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">21财经</font>","content":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","image_url":null,"lang":"zh","published_at":"2026-07-27T09:13:00+00:00","fetched_at":"2026-07-27T13:15:08+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","cluster_id":null,"extract_retries":1,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1625 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1625,"summary_length":1625,"usable_text_length":1625,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":1,"content_length":1625,"summary_length":1625}},"news_item":{"id":47215,"canonical_url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","source_url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","source_name":"21财经","author":null,"published_at":"2026-07-27T09:13:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMijAFBVV95cUxPYmJtS2NPUGlIZjBfdlhlN0tQQllIMml5Z3FvT2M4TXpGZTZqR2NSWGNmd2RKSENIb3hILTF0bG1EVEJ3Z2FDcDFQOTBDeGwtMi1YUlVNbkVsZ3pKbUtYWkxaYTFXcHdKVTJoVi01dHI4dDFYUFFvc0w0aUJWNXJBdHBBTHVqbE00Z0hMeA?oc=5\" target=\"_blank\">ICU里懂行的AI搭子：广东医疗AI大模型的应用实践</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">21财经</font>","full_text":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","excerpt":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1625 characters.","diagnostics_url":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1625 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1625,"summary_length":1625,"usable_text_length":1625,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":1,"content_length":1625,"summary_length":1625}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","summary":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","source":"21财经","date":"2026-07-27T09:13:00+00:00","content":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1625 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1625 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1625,"summary_length":1625,"usable_text_length":1625,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":1,"content_length":1625,"summary_length":1625}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/47215","export_markdown":"/api/items/47215/export?format=markdown","export_json":"/api/items/47215/export?format=json","diagnose":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html"},"formats":{"full":{"id":47215,"title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","source":"21财经","author":null,"published_at":"2026-07-27T09:13:00+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","full_text":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1625 characters.","diagnostics_url":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1625 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1625,"summary_length":1625,"usable_text_length":1625,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":1,"content_length":1625,"summary_length":1625}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1625 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1625,"summary_length":1625,"usable_text_length":1625,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":1,"content_length":1625,"summary_length":1625}},"actions":{"read":"/item/47215","export_markdown":"/api/items/47215/export?format=markdown","export_json":"/api/items/47215/export?format=json","diagnose":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html"}},"digest":{"id":47215,"title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","source":"21财经","topic":"ai","published_at":"2026-07-27T09:13:00+00:00","excerpt":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã ä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 1625 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","subtitle":"21财经 · 2026-07-27","summary":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã ä¾æè¿çå»çâå¯å…","badges":["quality:high"],"links":{"read":"/item/47215","original":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","diagnose":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html"},"quality_warning":null},"export":{"title":"ICU里懂行的AI搭子：广东医疗AI大模型的应用实践 - 21财经","url":"https://m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","summary":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","source":"21财经","date":"2026-07-27T09:13:00+00:00","content":"ä¸ä¹ åï¼å京大å¦æ·±å³å»é¢ ICU æ¥è¯äºä¸åå±éæ£è ãå¨ä¼ ç»è¯ç模å¼ä¸ï¼å¼çå»çéè¦èæ¶ 2 è³ 3 å°æ¶ï¼æ¢³çæ£è è¿å» 72 å°æ¶çåºæçæµæ°æ®ãæ£éªæ¥åãå½±åèµæä¸å»å±è®°å½ï¼æè½å®æ´è¿åæ£è ç æ æ¼åå ¨è²ã\nä¾æè¿çå»çâå¯å âéçå»å¦å¤§æ¨¡åï¼è¿ä¸ç¹çæµç¨è¢«æè´å缩ï¼ç³»ç»ä» ç¨ 5 ç§ä¾¿çæå®æ´çæ£è ç æ æ¶é´çº¿ï¼åæ¥å¼¹åºä¼å é£é©é¢è¦ï¼å»ºè®®å³å»å¯å¨æ¶²ä½å¤èï¼æ大æåå±éçæ¥æç å¤æçã\nâå¨ä¸å¢å 人åç¼å¶çæ åµä¸ï¼éçæ£è åºé¢äººæ¬¡æå 13%ï¼å¹³åä½é¢æ¥ç¼©ç12%ãâè¿çæ°æºåå¸åºç»çæ¨ç»ååæ¹è´¢ç»è®°è ä»ç»ã\néçåºæ¯ä¸ç AI ä»·å¼ï¼ä»æ¥ä¸æ¯æ¿ä»£å»çå临åºå¤æãå¨æ°æ®å¯éãå³ç紧迫ã容éçæä½ç ICU åºæ¯ä¸ï¼å¤§æ¨¡åæ´åä¸ä½ä¸ç¥ç²å¦çâæ°æ®ç¿»è¯å®âï¼é«æ梳çåºæå»çä¿¡æ¯ãè¾ å©å»çç²¾åç å¤ã\nåå©å¯å 大模åï¼å»é¢å¯æéç æ çæµãè¯çå³çãæ¤çæ§è¡ãç¹æ®æ²»ççå ¨è¯çç¯èï¼è¿è½è´´åç§å®¤ä¸´åºä¹ æ¯å®å¶åè®ç»æ¨¡åï¼è®©æ¯å®¶å»é¢ãæ¯ä¸ªç§å®¤é½æ¥æéé èªèº«è¯çä½ç³»çä¸ä¸âAI æåâã\nå¨ä¸å çæ¥ï¼å»ç大模åæ æ³ä¾é éç¨ææ¯âä¸å¥æ¹æ¡èµ°å¤©ä¸âãæ¨ç»è¡¨ç¤ºï¼è¡ä¸åä¸åè½å°çå ³é®ï¼æ¯æ·±èéççæ¤ãå´æ¯æ管çãå»å¦æ£éªãå¦äº§è¶ 声çé«å£åä¸ç§åºæ¯ï¼ä»¥ä¸ç§å®å¶è®ç»æé ç²¾åå»çæ°æ®ä¾ç»çå轮驱å¨æ¨¡å¼ï¼éä¸ç ´è§£è½å°é¾é¢ã\nå½å å»è¯äº§ä¸æ²åä¼å¤ï¼å¹¿ä¸ä¹æ以è½å¨ AI å»ç大模åè½å°èµéé¥é¥é¢å ï¼æ ¸å¿æ¯ä¾ææ°æ®ãç®åãåºæ¯ä¸å¤§ä¼å¿ã广ä¸ä»¥æ¿åºç»ç¹æºå¶æç ´å»çæ°æ®å¤å²ï¼èåå¤å®¶å»é¢æ建é«æ åéçå»çæ°æ®åºï¼ä¾æå½å®¶çº§æºç®ä¸å¿å¤¯å®ç®ååºåº§ï¼ä¸ºå»ç AI ææ¯è¿ä»£è½å°æä¾ç¡¬æ ¸æ¯æï¼åºæ¯ç«¯å ¼é¡¾ä¸ç²å»é¢å沿åæ°ä¸åºå±æ®æ è½å°ï¼ç¨æµ·éçå®ä¸´åºåºæ¯æ磨ææ¯ãè§é¿ AI å¹»è§é®é¢ï¼æç»éä½å»ç AI ç临åºè½å°é¨æ§ã\nç¸è¾äºè¡ä¸æ®éåå¨çææ¯åè´¨åãè½å°ç¢çåé¾é¢ï¼å¹¿ä¸ä»¥ä½ç³»ååæ°æç»´åºå¯¹ AI å»çé«éè¿ä»£ãé£é©å¹¶åçè¡ä¸ç¹å¾ï¼ååå®å¤çæ°æ®ãç®åãåºæ¯çæï¼ä¸ºå ¨å½å»ç人工æºè½ä»ææ¯è¯ç¹èµ°åè§æ¨¡å临åºæ®æ ï¼æé äºå¯åé´ãå¯å¤å¶çè½å°æ ·æ¿ã\nï¼å°é¢è®¾è®¡ï¼åå¦å¦ï¼\nï¼ä½è ï¼çå¦æ,é康å ç¼è¾ï¼æ¾å©·è³ è§é¢ç¼è¾ï¼çå¦æï¼","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//m.21jingji.com/article/20260727/herald/cf1bffd083f2144544d5c3a86bef5a08.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1625 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1625 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1625,"summary_length":1625,"usable_text_length":1625,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":1,"content_length":1625,"summary_length":1625}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}