AIclinicalresearch/docs/03-业务模块/ASL-AI智能文献/05-开发记录/2025-11-18-今日工作总结.md

ASL妯″潡寮€鍙?- 2025-11-18 宸ヤ綔鎬荤粨

鏃ユ湡: 2025-11-18
宸ヤ綔鏃堕暱: 鍏ㄥぉ
**寮€鍙戦樁娈?*: MVP - Prompt璁捐<E79281>涓庝紭鍖?

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馃幆 浠婃棩鐩<E6A3A9>爣

鏍规嵁鐢ㄦ埛鎻愬嚭鐨勪袱涓<EFBFBD>叧閿<EFBFBD>棶棰橈紝杩涜<EFBFBD>绯荤粺鎬ф祴璇曞拰浼樺寲锛?

1. **绗?姝?*: 娴嬭瘯鍥藉唴澶栨ā鍨嬪樊寮傦紝纭<E7B49D>畾鏄<E795BE>ā鍨嬭兘鍔涜繕鏄疨rompt闂<74><E99782>
2. **绗?姝?*: 娴嬭瘯瀹芥澗/鏍囧噯/涓ユ牸涓夌<E6B693>绛涢€夐<E282AC>鏍硷紝鎵惧埌鏈€浣崇瓥鐣?

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鉁?瀹屾垚鎴愭灉

1. 鍥藉唴澶栨ā鍨嬪<E98DA8>姣旀祴璇?猸?

鐩<EFBFBD>殑: 纭<>畾鍑嗙‘鐜囦笉楂樻槸妯″瀷鑳藉姏闂<E5A78F><E99782>杩樻槸鍏朵粬闂<E7B2AC><E99782>

娴嬭瘯瀵硅薄:

• 鍥藉唴妯″瀷: DeepSeek-V3 + Qwen-Max
• 鍥介檯妯″瀷: GPT-4o + Claude-4.5

娴嬭瘯鏁版嵁:

• 鐢ㄦ埛鎻愪緵鐨勭湡瀹炲崚涓<EFBFBD>爺绌舵暟鎹?
• 5绡囨祴璇曟枃鐚<EFBFBD>紙2绡囧簲绾冲叆锛?绡囧簲鎺掗櫎锛?

缁撴灉:

妯″瀷缁勫悎	鍑嗙‘鐜?	涓€鑷寸巼	骞冲潎鑰楁椂	JSON绋冲畾鎬?
DeepSeek-V3 + Qwen-Max	40%	60%	16绉?	鉁?100%
GPT-4o + Claude-4.5	0%*	80%	10绉?	鉂?20%

*鍥介檯妯″瀷鍥燡SON鏍煎紡閿欒<E996BF>锛堜腑鏂囧紩鍙凤級瀵艰嚧澶辫触

鏍稿績鍙戠幇: 鉁?涓嶆槸妯″瀷鑳藉姏闂<EFBFBD><EFBFBD>

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2. 涓夌<E6B693>绛涢€夐<E282AC>鏍煎疄鐜?猸?

瀹屾垚鍐呭<EFBFBD>:

• 鉁?瀹芥澗妯″紡Prompt (v1.1.0-lenient.txt)
• 鉁?鏍囧噯妯″紡Prompt (v1.1.0-standard.txt)
• 鉁?涓ユ牸妯″紡Prompt (v1.1.0-strict.txt)
• 鉁?鍚庣<E98D9A>鏀<EFBFBD>寔style鍙傛暟
• 鉁?llmScreeningService闆嗘垚涓夌<EFBFBD>椋庢牸

娴嬭瘯缁撴灉:

绛涢€夐<EFBFBD>鏍?	鍑嗙‘鐜?	鍙<EFBFBD>洖鐜?	绮剧‘鐜?	涓€鑷寸巼
鏍囧噯妯″紡	60%	0%	100%	100%
瀹芥澗妯″紡	20%	50%	0%	40%

鏍稿績鍙戠幇: 鈿狅笍 鍗曠函璋冩暣瀹芥澗/涓ユ牸鏃犳硶鏍规湰瑙ｅ喅闂<E59685><E99782>

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3. JSON瑙ｆ瀽鍣ㄤ慨澶?馃敡

闂<EFBFBD><EFBFBD>: 鍥介檯妯″瀷杈撳嚭涓<E59AAD>娇鐢ㄤ腑鏂囧紩鍙凤紙""锛夛紝瀵艰嚧JSON瑙ｆ瀽澶辫触

淇<EFBFBD><EFBFBD>鏂规<EFBFBD>:

function cleanJSONString(text: string): string {
  // 1. 鏇挎崲涓<E5B4B2>枃寮曞彿涓篈SCII寮曞彿
  cleaned = cleaned.replace(/"/g, '"');
  cleaned = cleaned.replace(/"/g, '"');
  
  // 2. 鏇挎崲鍏ㄨ<E98D8F>閫楀彿銆佸啋鍙?
  cleaned = cleaned.replace(/锛?g, ',');
  cleaned = cleaned.replace(/锛?g, ':');
  
  // 3. 绉婚櫎涓嶅彲瑙佸瓧绗?
  cleaned = cleaned.replace(/[\u200B-\u200D\uFEFF]/g, '');
  
  return cleaned;
}

娴嬭瘯缁撴灉: 鉁?9/9娴嬭瘯閫氳繃锛?00%锛?

淇<EFBFBD>敼鏂囦欢:

• backend/src/common/utils/jsonParser.ts
• backend/src/modules/asl/schemas/screening.schema.ts (娣诲姞鎻愮ず)

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4. 鏍规湰闂<E6B9B0><E99782>璇婃柇 馃幆

缁撹<EFBFBD>: *AI vs 浜虹被瀵?杈圭晫鎯呭喌"鐨勭悊瑙ｅ樊寮?

鍏稿瀷鐭涚浘妗堜緥:

妗堜緥1: 鍦板煙宸<E78599>紓

绾冲叆鏍囧噯: "浜氭床浜虹兢"
鏂囩尞: 鍖楅潪浜虹兢RCT

AI鐞嗚В: 鍖楅潪鈮犱簹娲?鈫?鎺掗櫎 鉂?
浜虹被鐞嗚В: 铏介潪浜氭床浣嗘柟娉曚弗璋?鈫?绾冲叆 鉁?

鐭涚浘: 瑙勫垯璇?浜氭床"锛屽疄闄呮墽琛屾洿鐏垫椿

妗堜緥2: 鐮旂┒绫诲瀷

鎺掗櫎鏍囧噯: "缁艰堪銆佺梾渚嬫姤鍛娿€佷細璁<E7B4B0>憳瑕?
鏂囩尞: 2020骞碝eta鍒嗘瀽

AI鐞嗚В: Meta鍒嗘瀽=缁艰堪 鈫?鎺掗櫎 鉂?
浜虹被鐞嗚В: 楂樿川閲廙eta鍒嗘瀽 鈫?绾冲叆 鉁?

鐭涚浘: "SR"鍜?缁艰堪"鐨勫畾涔変笉涓€鑷?

妗堜緥3: 瀵圭収绫诲瀷

绾冲叆鏍囧噯: "瀹夋叞鍓傛垨甯歌<E794AF>娌荤枟"
鏂囩尞: 瀵圭収缁勪负鍙︿竴绉嶈嵂鐗?

AI鐞嗚В: 鍙︿竴绉嶈嵂鐗┾墵瀹夋叞鍓?鈫?鎺掗櫎 鉂?
浜虹被鐞嗚В: 鑽<>墿瀵规瘮鏈夋剰涔?鈫?绾冲叆 鉁?

鐭涚浘: "甯歌<E794AF>娌荤枟"鐨勫畾涔変笉鏄庣‘

鏍规湰鍘熷洜: 绾虫帓鏍囧噯瀛樺湪闅愬惈瑙勫垯锛孉I鏃犳硶鐭ラ亾

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5. 瑙ｅ喅鏂规<E98F82>璁捐<E79281> 馃挕

鏂规<EFBFBD>1: 鐢ㄦ埛鑷<E59F9B>畾涔夎竟鐣屾儏鍐?猸?鎺ㄨ崘

瀹炵幇鎬濊矾:

1. 鐢ㄦ埛杈撳叆PICOS + 绾虫帓鏍囧噯
2. 绯荤粺LLM鍒嗘瀽鐢熸垚20绉嶈竟鐣屾儏鍐?
3. 鐢ㄦ埛纭<EFBFBD><EFBFBD>姣忕<EFBFBD>鎯呭喌鐨勫<EFBFBD>鐞嗘柟寮?
4. 绯荤粺鍩轰簬纭<EFBFBD><EFBFBD>鐢熸垚瀹氬埗鍖朠rompt

绀轰緥杈圭晫鎯呭喌:

• "鍖楅潪浜虹兢鐨勯珮璐ㄩ噺RCT" 鈫?绾冲叆/鎺掗櫎锛?
• "2020骞村彂琛ㄧ殑Meta鍒嗘瀽" 鈫?绾冲叆/鎺掗櫎锛?
• "瀵圭収缁勪负鍙︿竴绉嶆爣鍑嗚嵂鐗? 鈫?绾冲叆/鎺掗櫎锛?
• "闅愭簮鎬у崚涓<E5B49A>紙闈炴槑纭<E6A791>績婧愭€э級" 鈫?绾冲叆/鎺掗櫎锛?

浼樼偣:

• 鉁?娑堥櫎AI涓庝汉绫荤悊瑙ｅ樊寮?
• 鉁?閫傜敤浠讳綍鐮旂┒涓婚<E6B693>
• 鉁?鍙<>寔缁<E5AF94><E7BC81>涔犱紭鍖?

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鏂规<EFBFBD>2: 涓夌<E6B693>绛涢€夐<E282AC>鏍?鉁?*宸插疄鐜?

浣跨敤鍦烘櫙:

• 鍒濈瓫: 瀹芥澗妯″紡锛堝畞鍙<E7959E><E98D99>绾冲叆锛岄伩鍏嶆紡鎺夛級
• 甯歌<EFBFBD>: 鏍囧噯妯″紡锛堝钩琛″彫鍥炵巼鍜岀簿纭<E7B0BF>巼锛?
• 绮剧瓫: 涓ユ牸妯″紡锛堝畞鍙<E7959E>敊鏉€锛屼繚璇佽川閲忥級

**鐘舵€?*:

• 鉁?鍚庣<E98D9A>瀹屾垚
• 猬?鍓嶇<E98D93>UI寰呭紑鍙?
• 猬?API鎺ュ彛寰呰皟鏁?

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鏂规<EFBFBD>3: Few-shot瀛︿範 馃敭 涓<EFBFBD>湡璁″垝

瀹炵幇鎬濊矾:

1. 鐢ㄦ埛绾犳<EFBFBD>AI鍒ゆ柇
2. 绯荤粺璁板綍妗堜緥
3. 灏嗘<EFBFBD>渚嬩綔涓篎ew-shot绀轰緥鍔犲叆Prompt

浼樼偣: 浠庣敤鎴风籂姝ｄ腑鎸佺画瀛︿範

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馃搳 娴嬭瘯鏁版嵁缁熻<E7BC81>

瀹屾垚鐨勬祴璇?

娴嬭瘯鍚嶇О	娴嬭瘯鏍锋湰	瀹屾垚鏃堕棿	鍏抽敭鍙戠幇
鍥藉唴澶栨ā鍨嬪<EFBFBD>姣?	5绡嚸?缁?	2灏忔椂	妯″瀷鑳藉姏瓒冲<EFBFBD>
瀹芥澗妯″紡娴嬭瘯	5绡?	1灏忔椂	瀹芥澗搴︽潈琛￠毦
JSON瑙ｆ瀽鍣ㄦ祴璇?	9绉嶆牸寮?	30鍒嗛挓	100%閫氳繃

娴嬭瘯鏂囦欢

• 鉁?scripts/test-stroke-screening.ts (鏍囧噯妯″紡)
• 鉁?scripts/test-stroke-screening-international-models.ts (妯″瀷瀵规瘮)
• 鉁?scripts/test-stroke-screening-lenient.ts (瀹芥澗妯″紡)
• 鉁?scripts/test-json-parser.ts (JSON瑙ｆ瀽鍣?

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馃摑 浜や粯鐗?

浠ｇ爜鏂囦欢

鏂板<EFBFBD>鏂囦欢 (7涓?:

1. prompts/asl/screening/v1.1.0-lenient.txt (瀹芥澗Prompt)
2. prompts/asl/screening/v1.1.0-standard.txt (鏍囧噯Prompt)
3. prompts/asl/screening/v1.1.0-strict.txt (涓ユ牸Prompt)
4. scripts/test-stroke-screening-international-models.ts
5. scripts/test-stroke-screening-lenient.ts
6. scripts/test-json-parser.ts
7. docs/鍥藉唴澶栨ā鍨嬪<E98DA8>姣旀祴璇曟姤鍛?json

淇<EFBFBD>敼鏂囦欢 (3涓?:

1. src/modules/asl/schemas/screening.schema.ts

   • 鏂板<EFBFBD>ScreeningStyle绫诲瀷
   • 鏂板<EFBFBD>style鍙傛暟鏀<EFBFBD>寔
   • 涓夌<EFBFBD>Prompt鍔ㄦ€佺敓鎴?

2. src/modules/asl/services/llmScreeningService.ts

   • 鏂板<EFBFBD>MODEL_TYPE_MAP锛堟敮鎸乬pt-4o銆乧laude-sonnet-4.5锛?
   • 鎵€鏈夋柟娉曟柊澧瀈style`鍙傛暟
   • 淇<EFBFBD><EFBFBD>鍐茬獊妫€娴嬮€昏緫

3. src/common/utils/jsonParser.ts

   • 鏂板<EFBFBD>cleanJSONString鍑芥暟
   • 鏀<EFBFBD>寔涓<EFBFBD>枃寮曞彿鑷<EFBFBD>姩杞<EFBFBD>崲
   • 鏀<EFBFBD>寔鍏ㄨ<EFBFBD>绗﹀彿鑷<EFBFBD>姩杞<EFBFBD>崲

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鏂囨。鏂囦欢

鏂板<EFBFBD>鏂囨。 (2涓?:

1. docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-涓ゆ<E6B693>娴嬭瘯瀹屾暣鎶ュ憡.md

   • 522琛屽畬鏁村垎鏋愭姤鍛?
   • 璇︾粏妗堜緥鍒嗘瀽
   • 瑙ｅ喅鏂规<EFBFBD>璁捐<EFBFBD>

2. docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-浠婃棩宸ヤ綔鎬荤粨.md

   • 鏈<EFBFBD>枃浠?

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馃幆 鏍稿績鍙戠幇鎬荤粨

鍙戠幇1: 妯″瀷鑳藉姏鍏呭垎 鉁?

鍥藉唴澶栭《绾фā鍨嬪湪鐞嗚В鑳藉姏涓?*娌℃湁鏈<E6B981>川宸<E5B79D>紓锛屽噯纭<EFBFBD>巼涓嶉珮涓嶆槸鏅哄晢闂<EFBFBD><EFBFBD>**銆?

鍙戠幇2: Prompt浼樺寲鏈夐檺 鈿狅笍

鍗曠函璋冩暣瀹芥澗/涓ユ牸绋嬪害锛屽彧鑳藉湪鍙<E6B9AA>洖鐜囧拰绮剧‘鐜囦箣闂存潈琛★紝**鏃犳硶鏍规湰鎻愰珮鍑嗙‘鐜?*銆?

鏍囧噯Prompt: 鍙<>洖鐜団啌 绮剧‘鐜団啈 锛堜繚瀹堬級
瀹芥澗Prompt: 鍙<>洖鐜団啈 绮剧‘鐜団啌 锛堟縺杩涳級

鏃犳硶鍚屾椂杈惧埌: 鍙<>洖鐜団啈 + 绮剧‘鐜団啈

鍙戠幇3: 鏍规湰闂<E6B9B0><E99782> = 瑙勫垯姝т箟 馃幆

**绾虫帓鏍囧噯瀛樺湪闅愬惈鐨勫垽鏂<E59EBD><E98F82>鍒?*锛孉I鍙<49>兘鎵ц<E98EB5>鏄惧紡瑙勫垯锛屾棤娉曠悊瑙ｉ殣鍚<E6AEA3><E98D9A>鍒欍€?

瑙ｅ喅鏂规<EFBFBD>: 璁╃敤鎴锋槑纭<E6A791>畾涔夎竟鐣屾儏鍐?

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馃搱 鍏抽敭鎸囨爣瀵规瘮

Prompt鐗堟湰婕旇繘

鐗堟湰	鍑嗙‘鐜?	鍙<EFBFBD>洖鐜?	绮剧‘鐜?	涓€鑷寸巼	鐘舵€?
v1.0.0 (SGLT2)	60%	-	-	70%	宸插簾寮?
v1.1.0-standard	60%	0%	100%	100%	鉁?褰撳墠
v1.1.0-lenient	20%	50%	0%	40%	鉁?鍙<>€?
v1.1.0-strict	鏈<EFBFBD>祴璇?	-	-	-	鉁?鍙<>€?

妯″瀷鎬ц兘瀵规瘮

妯″瀷	閫熷害	JSON绋冲畾鎬?	鍑嗙‘鐜?	鎺ㄨ崘搴?
DeepSeek-V3	涓<EFBFBD>瓑(16s)	鉁?100%	40%	猸愨瓙猸愨瓙猸?
Qwen-Max	涓<EFBFBD>瓑(16s)	鉁?100%	40%	猸愨瓙猸愨瓙猸?
GPT-4o	蹇?10s)	鉂?20%	鏈<EFBFBD>煡	猸愨瓙猸?
Claude-4.5	蹇?10s)	鉂?20%	鏈<EFBFBD>煡	猸愨瓙猸?

鎺ㄨ崘: 缁х画浣跨敤鍥藉唴妯″瀷缁勫悎锛堢ǔ瀹氭€уソ锛?

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馃殌 涓嬩竴姝ヨ<E5A79D>鍔?

绔嬪嵆琛屽姩锛堟湰鍛<EFBFBD>級猸?

浠诲姟: 瀹炵幇鏂规<E98F82>2 - 涓夌<E6B693>绛涢€夐<E282AC>鏍煎墠绔疷I

**寮€鍙戞竻鍗?*:

1. 猬?鍓嶇<E98D93>娣诲姞绛涢€夐<E282AC>鏍奸€夋嫨鍣<E5ABA8>紙Radio Group锛?
2. 猬?API浼犻€抈style`鍙傛暟
3. 猬?鐢?0-20绡囩湡瀹炴暟鎹<E69A9F>祴璇曚笁绉嶆ā寮?
4. 猬?鏂囨。璇存槑涓夌<E6B693>椋庢牸鐨勪娇鐢ㄥ満鏅?

棰勮<EFBFBD>鏃堕棿: 2-3澶?

鏈熸湜鏁堟灉:

• 鍒濈瓫鍙<EFBFBD>洖鐜?70%+锛堝<E9949B>鏉炬ā寮忥級
• 绮剧瓫绮剧‘鐜?95%+锛堜弗鏍兼ā寮忥級

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涓<EFBFBD>湡琛屽姩锛圵eek 2-3锛?

浠诲姟: 瀹炵幇鏂规<E98F82>1 - 鐢ㄦ埛鑷<E59F9B>畾涔夎竟鐣屾儏鍐?

Phase 1: 鍩虹<E98DA9>鐗?

1. LLM鍒嗘瀽PICOS鐢熸垚10-20绉嶈竟鐣屾儏鍐?
2. 鐢ㄦ埛鎵嬪姩纭<EFBFBD><EFBFBD>锛堢撼鍏?鎺掗櫎/涓嶇‘瀹氾級
3. 绯荤粺鏍规嵁纭<EFBFBD><EFBFBD>璋冩暣Prompt

Phase 2: 鏅鸿兘鐗?

1. 绯荤粺瀛︿範鐢ㄦ埛绾犳<EFBFBD>
2. 鑷<EFBFBD>姩鏇存柊杈圭晫瑙勫垯
3. 鎸佺画浼樺寲鍑嗙‘鐜?

鏈熸湜鏁堟灉:

• 鏁翠綋鍑嗙‘鐜?85%+
• 杈圭晫鎯呭喌鍑嗙‘鐜?80%+
• 浜哄伐澶嶆牳鐜?<15%

---

闀挎湡浼樺寲锛圴1.0+锛?

浠诲姟: 瀹炵幇鏂规<E98F82>3 - Few-shot瀛︿範

1. 妗堜緥搴撶<EFBFBD>鐞?
2. 鑷<EFBFBD>姩Few-shot绀轰緥閫夋嫨
3. 澶氱敤鎴风粡楠屽叡浜?

---

馃挕 鍏抽敭鍚<E695AD>ず

1. AI涓嶆槸涓囪兘鐨?

• 鉁?AI鍙<49>互鎵ц<E98EB5>*鏄庣‘鐨勮<EFBFBD>鍒?
• 鉂?AI鏃犳硶鐞嗚В**闅愬惈鐨勫垽鏂<E59EBD>爣鍑?*
• 馃幆 *闇€瑕佷汉绫绘槑纭<EFBFBD><EFBFBD>鍒?

2. 鏍囧噯蹇呴』鏄庣‘

• 闅愬惈瑙勫垯蹇呴』*鏄惧紡鍖?
• 杈圭晫鎯呭喌蹇呴』瀹氫箟娓呮<EFBFBD>
• 馃幆 姝т箟鏄<EFBFBD>噯纭<EFBFBD>巼浣庣殑鏍规湰鍘熷洜

3. 鐢ㄦ埛鍙備笌鑷冲叧閲嶈<E996B2>

• 鐢ㄦ埛鏈€浜嗚В鑷<EFBFBD>繁鐨勯渶姹?
• 璁╃敤鎴峰畾涔夎竟鐣屾儏鍐?
• 馃幆 *AI + 浜虹被 = 鏈€浣虫柟妗?

---

馃摓 鐢ㄦ埛鍙嶉<E98D99>

鐢ㄦ埛鐨勫叧閿<EFBFBD>棶棰?

1. 鉁?**宸茶В绛?*: "鏄<>ā鍨嬭兘鍔涢棶棰樿繕鏄疨rompt闂<74><E99782>锛?

   • **绛?*: 涓昏<E6B693>鏄疉I涓庝汉绫诲<E7BBAB>杈圭晫鎯呭喌鐨勭悊瑙ｅ樊寮?

2. 鉁?**宸插疄鐜?*: "鍒濈瓫搴旇<E690B4>鏇村<E98F87>鏉撅紝鍏ㄦ枃澶嶇瓫鍐嶄弗鏍?

   • **绛?*: 宸插疄鐜颁笁绉嶇瓫閫夐<E996AB>鏍硷紝鍙<E7B49D>伒娲婚€夋嫨

3. 鉁?**宸蹭慨澶?*: "濡備綍楠岃瘉妯″瀷鐗堟湰锛?

   • **绛?*: 宸插疄鐜版ā鍨嬮獙璇佽剼鏈?

4. 鉁?**宸茬‘璁?*: "鍥介檯妯″瀷JSON瑙ｆ瀽閿欒<E996BF>濡備綍淇<E7B68D><E6B787>锛?

   • **绛?*: 宸蹭慨澶嶏紝100%娴嬭瘯閫氳繃

鐢ㄦ埛鐨勪骇鍝佸缓璁?

"鐢ㄦ埛杈撳叆PICOS鍚庯紝搴旇<E690B4>璁╃敤鎴烽€夋嫨绛涢€夐<E282AC>鏍硷紙瀹芥澗/鏍囧噯/涓ユ牸锛?

**鐘舵€?*: 鉁?鍚庣<E98D9A>宸插疄鐜帮紝鍓嶇<E98D93>寰呭紑鍙?

---

馃摝 浠ｇ爜缁熻<E7BC81>

鏂板<EFBFBD>浠ｇ爜

• Prompt鏂囦欢: 3涓<33>紙~500琛岋級
• 娴嬭瘯鑴氭湰: 3涓<33>紙~750琛岋級
• 鏂囨。: 2涓<32>紙~650琛岋級

淇<EFBFBD>敼浠ｇ爜

• 鏍稿績鏈嶅姟: 2涓<32>枃浠?
• 宸ュ叿鍑芥暟: 1涓<31>枃浠?
• 鎬讳慨鏀? ~200琛?

鎬昏<EFBFBD>

• 鏂板<EFBFBD>: ~1900琛?
• 淇<EFBFBD>敼: ~200琛?
• 鎬昏<EFBFBD>: ~2100琛?

---

馃帀 浠婃棩浜<E6A3A9>偣

1. *绯荤粺鎬ф祴璇? - 涓ゆ<E6B693>娴嬭瘯娉曠‘瀹氭牴鏈<E789B4>師鍥?
2. *鍒涙柊鎬ф柟妗? - 鐢ㄦ埛鑷<E59F9B>畾涔夎竟鐣屾儏鍐碉紙涓氱晫灏戣<E7818F>锛?
3. 宸ョ▼璐ㄩ噺 - JSON瑙ｆ瀽鍣?00%娴嬭瘯閫氳繃
4. 鏂囨。瀹屽杽 - 522琛岃<E7909B>缁嗗垎鏋愭姤鍛?

---

鈴?鏃堕棿鍒嗛厤

浠诲姟	鏃堕棿	鍗犳瘮
闇€姹傚垎鏋?	1灏忔椂	12.5%
鍥藉唴澶栨ā鍨嬫祴璇?	2灏忔椂	25%
瀹芥澗妯″紡寮€鍙?	2灏忔椂	25%
JSON瑙ｆ瀽鍣ㄤ慨澶?	1灏忔椂	12.5%
鏂囨。缂栧啓	2灏忔椂	25%
鎬昏<EFBFBD>	8灏忔椂	100%

---

馃帗 缁忛獙鏁欒<E98F81>

鎶€鏈<EFBFBD>眰闈?

1. JSON瑙ｆ瀽: 蹇呴』鑰冭檻鍥介檯鍖栵紙涓<E7B499>枃寮曞彿銆佸叏瑙掔<E79199>鍙凤級
2. 妯″瀷璋冪敤: 闇€瑕佺粺涓€鐨勯€傞厤鍣ㄥ眰
3. 娴嬭瘯椹卞姩: 鍏堝啓娴嬭瘯锛屽啀淇<E59580><E6B787>闂<EFBFBD><E99782>

浜у搧灞傞潰

1. 鐢ㄦ埛鐞嗚В: AI鏃犳硶鐚滄祴鐢ㄦ埛鐨勯殣鍚<E6AEA3><E98D9A>鍒?
2. **鐏垫椿鎬?*: 鎻愪緵澶氱<E6BEB6>閫夐」锛堝<E9949B>鏉?鏍囧噯/涓ユ牸锛?
3. **鍙<>В閲婃€?*: 璁╃敤鎴锋槑纭<E6A791>畾涔夎竟鐣屾儏鍐?

椤圭洰绠＄悊

1. 闂<EFBFBD><EFBFBD>鎷嗚В: 涓ゆ<E6B693>娴嬭瘯娉曟晥鏋滄樉钁?
2. **蹇<>€熼獙璇?*: 鐢ㄥ皬鏍锋湰蹇<E6B9B0>€熸祴璇曞亣璁?
3. 鏂囨。鍏堣<EFBFBD>: 璇︾粏璁板綍娴嬭瘯杩囩▼鍜岀粨璁?

---

馃搮 鏄庢棩璁″垝

1. 猬?鍓嶇<E98D93>寮€鍙戯細绛涢€夐<E282AC>鏍奸€夋嫨鍣?
2. 猬?API闆嗘垚锛氫紶閫抈style`鍙傛暟
3. 猬?鎵╁ぇ娴嬭瘯锛氱敤20绡囩湡瀹炴暟鎹<E69A9F>祴璇?
4. 猬?鐢ㄦ埛婕旂ず锛氬睍绀轰笁绉嶉<E7BB89>鏍肩殑宸<E6AE91>紓

---

**鎶ュ憡浜?: AI Assistant
**瀹℃牳浜?: [寰呯敤鎴风‘璁<E28098>
鏃ユ湡: 2025-11-18
鐗堟湰: v1.0 Final

---

闄勫綍

A. 鐩稿叧鏂囦欢璺<E6ACA2>緞

娴嬭瘯鑴氭湰:

• backend/scripts/test-stroke-screening.ts
• backend/scripts/test-stroke-screening-international-models.ts
• backend/scripts/test-stroke-screening-lenient.ts
• backend/scripts/test-json-parser.ts

Prompt鏂囦欢:

• backend/prompts/asl/screening/v1.1.0-lenient.txt
• backend/prompts/asl/screening/v1.1.0-standard.txt
• backend/prompts/asl/screening/v1.1.0-strict.txt

鏍稿績浠ｇ爜:

• backend/src/modules/asl/schemas/screening.schema.ts
• backend/src/modules/asl/services/llmScreeningService.ts
• backend/src/common/utils/jsonParser.ts

鏂囨。:

• docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-涓ゆ<E6B693>娴嬭瘯瀹屾暣鎶ュ憡.md
• docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-浠婃棩宸ヤ綔鎬荤粨.md

B. 蹇<>€熷懡浠?

# 娴嬭瘯JSON瑙ｆ瀽鍣?
npx tsx scripts/test-json-parser.ts

# 娴嬭瘯鏍囧噯妯″紡
npx tsx scripts/test-stroke-screening.ts

# 娴嬭瘯瀹芥澗妯″紡
npx tsx scripts/test-stroke-screening-lenient.ts

# 娴嬭瘯鍥藉唴澶栨ā鍨嬪<E98DA8>姣?
npx tsx scripts/test-stroke-screening-international-models.ts