AIclinicalresearch/docs/03-业务模块/ASL-AI智能文献/04-开发计划/全文复筛开发计划-更新说明.md

<EFBFBD>冽<EFBFBD>憭滨<EFBFBD>撘<EFBFBD><EFBFBD>𤏸恣<EFBFBD>?- <20>湔鰵霂湔<E99C82>

**<2A>湔鰵<E6B994>交<EFBFBD>**嚗?025-11-22
<EFBFBD><EFBFBD>𧋦嚗间1.1
**<2A>湔鰵<E6B994>笔<EFBFBD>**嚗𡁜抅鈭舘捶<E88898>譍<EFBFBD><E8AD8D>𦦵<EFBFBD><F0A6A6B5>亥悄霈綽<E99C88>隡睃<E99AA1><E79D83><EFBFBD><EFBFBD>舀䲮獢?

---

<EFBFBD><EFBFBD> <20>詨<EFBFBD><E8A9A8>䀹凒<E480B9>餌<EFBFBD>

1儭謿<EFBFBD> <EFBFBD>𣂼<EFBFBD>蝑𣇉裦嚗𡁜<EFBFBD><EFBFBD><EFBFBD><EFBFBD>甈⊥<EFBFBD>?+ Prompt撌亦<E6928C>隡睃<E99AA1>

**<2A>喟<EFBFBD>**嚗𡁻<E59A97><F0A181BB>典<EFBFBD><E585B8><EFBFBD><EFBFBD>甈⊥<E79488>扯<EFBFBD><E689AF>亦<EFBFBD><E4BAA6>伐<EFBFBD><E4BC90>屸<EFBFBD><E5B1B8><EFBFBD>挾<EFBFBD>𣂼<EFBFBD>

<EFBFBD><EFBFBD>眏嚗?

• <EFBFBD>?摰䂿緵憭齿<E686AD>摨虫<E691A8>嚗?<3F>?vs 3<>剁<EFBFBD>
• <EFBFBD>?敹恍<E695B9>罸<EFBFBD>霂<EFBFBD>虾銵峕<E98AB5>?
• <EFBFBD>?Nougat蝏𤘪<E89D8F><F0A498AA>硋歇<E7A18B>滢<EFBFBD>憭扳芋<E689B3>贝<EFBFBD><E8B49D>?
• <EFBFBD>?<3F><><EFBFBD><EFBFBD><EFBFBD>rompt撌亦<E6928C><E4BAA6>臭誑<E887AD>讛蝠Lost in the Middle

**<2A>詨<EFBFBD>隡睃<E99AA1>**嚗?

1. **Nougat隡睃<E99AA1>**嚗朞㘚<E69C9E><E3989A>捏<EFBFBD><E68D8F>鍂Nougat<61>𣂼<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD><EFBFBD>Markdown嚗?
2. Section-Aware Prompting嚗𡁜<EFBFBD>撖嘴LM<EFBFBD>鞟<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
3. **Few-shot獢<74><E78DA2>摨?*嚗𡁶鸌<F0A181B6>怠撩靚?靽⊥<E99DBD><E28AA5>其葉<E585B6>港<EFBFBD>蝵?<3F><><EFBFBD>靘?
4. **JSON Schema蝥行<E89DA5>**嚗𡁜撩<F0A1819C>嗉<EFBFBD><E59789>桅曎 + 憭<><E686AD><EFBFBD>亙<EFBFBD> + <20>芣<EFBFBD>撉諹<E69289>

---

2儭謿<EFBFBD> 璅∪<EFBFBD><EFBFBD>㗇𥋘嚗鋽eepSeek-V3 + Qwen3-Max

<EFBFBD>䀹凒嚗帋<EFBFBD> GPT-4o + Claude-4.5 <20>嫣蛹 DeepSeek-V3 + Qwen3-Max

<EFBFBD><EFBFBD>眏嚗?

• <EFBFBD>?<3F>鞉𧋦<E99E89>见末嚗块?.06/蝭?vs 瞼0.10/蝭<><E89DAD><EFBFBD><EFBFBD><EFBFBD>40%嚗?
• <EFBFBD>?<3F>𡁶鍂<F0A181B6>賢<EFBFBD>撅<EFBFBD>歇<EFBFBD>舀<EFBFBD>
• <EFBFBD>?銝剜<E98A9D><E5899C><EFBFBD>讃<EFBFBD>见末
• <EFBFBD>?MVP<56>嗆挾隡睃<E99AA1>撉諹<E69289><E8ABB9>航<EFBFBD><E888AA>改<EFBFBD><E694B9>屸<EFBFBD>餈賣<E9A488><E8B3A3><EFBFBD>稲<EFBFBD><E7A8B2>＆<EFBFBD>?

---

3儭謿<EFBFBD> 韐券<EFBFBD>靽嗪<EFBFBD>嚗鋴ochrane<EFBFBD><EFBFBD><EFBFBD> + <20>餃郎<E9A483>餉<EFBFBD>撉諹<E69289>

<EFBFBD>啣<EFBFBD><EFBFBD>滚𦛚嚗?

1. MedicalLogicValidator嚗<EFBFBD>龫摮阡<EFBFBD>餉<EFBFBD>撉諹<EFBFBD>嚗?

   • RCT敹<EFBFBD>◆<EFBFBD>厰<EFBFBD><EFBFBD>箏<EFBFBD>
   • <EFBFBD>𣬚𤩅<EFBFBD>𠉛弦敹<EFBFBD>◆霂湔<EFBFBD><EFBFBD>脫<EFBFBD>
   • <EFBFBD>瑟𧋦<EFBFBD>譍<EFBFBD><EFBFBD>箇瑪<EFBFBD>唳旿銝<EFBFBD><EFBFBD>湔<EFBFBD>?
   • 蝑?..<2E>?<3F>∟<EFBFBD><E2889F>?

2. EvidenceChainValidator嚗<EFBFBD><EFBFBD><EFBFBD>桅曎撉諹<EFBFBD>嚗?

   • 撘箏<EFBFBD><EFBFBD><EFBFBD><EFBFBD>撘閧鍂嚗<EFBFBD>竉50摮梹<EFBFBD>
   • 雿滨蔭靽⊥<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>挾<EFBFBD>踝<EFBFBD>
   • 憭<EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD>撉諹<EFBFBD>

3. ConflictDetectionService嚗<EFBFBD><EFBFBD>撘綽<EFBFBD>

   • <EFBFBD>箔<EFBFBD>Cochrane<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>艇<EFBFBD>滨<EFBFBD>摨血<EFBFBD>蝥?
   • <EFBFBD>喲睸摮埈挾<EFBFBD>寞<EFBFBD>憭<EFBFBD><EFBFBD>

---

4儭謿<EFBFBD> Prompt璅⊥踎嚗𡁶<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>

**<2A>啁𤌍敶閧<E695B6><E996A7>?*嚗?

prompts/
<0A>鎿<EFBFBD><E98EBF><EFBFBD> system_prompt.md                 # System Prompt嚗𠄎ection-Aware嚗?
<0A>鎿<EFBFBD><E98EBF><EFBFBD> user_prompt_template.md          # User Prompt璅⊥踎
<0A>鎿<EFBFBD><E98EBF><EFBFBD> cochrane_standards/              # Cochrane<6E><65><EFBFBD><EFBFBD>讛膩嚗<E886A9><E59A97>摮埈挾嚗?
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> <20>𤩺㦤<F0A4A9BA>𡝗䲮瘜?md
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> <20>脫<EFBFBD>.md
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> 蝏𤘪<E89D8F>摰峕㟲<E5B395>?md
<0A>?  <20>婙<EFBFBD><E5A999><EFBFBD> ...嚗<><E59A97>12銝迎<E98A9D>
<0A>婙<EFBFBD><E5A999><EFBFBD> few_shot_examples/               # Few-shot<6F>餃郎獢<E9838E><E78DA2>摨?
    <20>鎿<EFBFBD><E98EBF><EFBFBD> 擃䁅捶<E48185>嗬CT.md
    <20>鎿<EFBFBD><E98EBF><EFBFBD> 韐券<E99F90>銝滩雲獢<E99BB2><E78DA2>.md
    <20>婙<EFBFBD><E5A999><EFBFBD> 靽⊥<E99DBD><E28AA5>其葉<E585B6>港<EFBFBD>蝵格<E89DB5>靘?md       # <20>?<3F>孵<EFBFBD><E5ADB5>滩<EFBFBD>

---

5儭謿<EFBFBD> *撘<EFBFBD><EFBFBD>穃𪂹<EFBFBD><EFBFBD><EFBFBD>2<EFBFBD>?+ MVP撉諹<E69289>3憭?

靚<EFBFBD>㟲嚗?

• Week 1-2嚗𡁜<E59A97><F0A1819C>𡢅<EFBFBD>靽脲<E99DBD>2<EFBFBD>剁<EFBFBD>
• Week 3嚗㇄ay 11-13嚗㚁<E59A97>MVP撉諹<E69289> + <20>∩辣<E288A9><E8BEA3>漣<EFBFBD>喟<EFBFBD>

MVP撉諹<EFBFBD><EFBFBD>喲睸嚗?

• 瘚贝<EFBFBD>10-15蝭<35>犖撌交<E6928C>瘜刻捏<E588BB>?
• 霂<EFBFBD>摯<EFBFBD><EFBFBD>＆<EFBFBD><EFBFBD><EFBFBD><EFBFBD>格<EFBFBD><EFBFBD>?5%嚗?
• 憒<EFBFBD><EFBFBD><80%嚗<><E59A97>蝥找蛹瘛瑕<E7989B>蝑𣇉裦嚗<E8A3A6><E59A97><EFBFBD>桀<EFBFBD>畾萄<E795BE>畾菜<E795BE><E88F9C>吔<EFBFBD>

---

6儭謿<EFBFBD> *<EFBFBD>唳旿摨栞挽霈∪<EFBFBD>撘?

<EFBFBD>啣<EFBFBD>摮埈挾嚗?

• promptVersion嚗䥪rompt<EFBFBD><EFBFBD>𧋦<EFBFBD>?
• extractionMethod嚗?nougat' | 'pymupdf'
• structuredFormat嚗𡁏糓<EFBFBD>虫蛹蝏𤘪<EFBFBD><EFBFBD>𡝗聢撘?
• processingLog嚗𡁜<EFBFBD><EFBFBD><EFBFBD>𠯫敹梹<EFBFBD>撉諹<EFBFBD><EFBFBD>鞟<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
• logicValidation嚗𡁜龫摮阡<EFBFBD>餉<EFBFBD>撉諹<EFBFBD>蝏𤘪<EFBFBD>
• evidenceComplete嚗朞<EFBFBD><EFBFBD>桅曎<EFBFBD>臬炏摰峕㟲
• conflictSeverity嚗𡁜<EFBFBD>蝒<EFBFBD>艇<EFBFBD>滨<EFBFBD>摨?
• reviewPriority嚗𡁜<EFBFBD><EFBFBD>訾<EFBFBD><EFBFBD><EFBFBD>漣

---

<EFBFBD>㴓 <20>喲睸<E596B2><E79DB8><EFBFBD>航<EFBFBD><E888AA>?

Prompt撌亦<EFBFBD><EFBFBD>詨<EFBFBD>蝑𣇉裦

1. Section-Aware Prompting

<EFBFBD>𩤃<EFBFBD> <20>滩<EFBFBD>嚗𡁏𧋦<F0A1818F><F0A78BA6>糓摰峕㟲<E5B395>冽<EFBFBD>嚗<EFBFBD>漲20,000摮梹<E691AE>嚗諹窈<E8ABB9>厩<EFBFBD><E58EA9><EFBFBD><EFBFBD>鞉郊憭<E9838A><E686AD><EFBFBD>?

## 憭<><E686AD>瘚<EFBFBD><E7989A>嚗<EFBFBD><E59A97>憿駁<E686BF>摰<EFBFBD><E691B0>嚗?

### Step 1: 蝡㰘<E89DA1>摰帋<E691B0>
敹恍<EFBFBD><EFBFBD><EFBFBD>閫<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>霂<EFBFBD><EFBFBD><EFBFBD>喲睸蝡㰘<EFBFBD>嚗㇁bstract<EFBFBD><EFBFBD>ethods<EFBFBD><EFBFBD>esults...嚗?

### Step 2: <20><><EFBFBD>畾菜<E795BE><E88F9C>?
撖嫣<EFBFBD>瘥譍葵摮埈挾嚗?
1. <20><>釣憸<E987A3><E686B8>雿滨蔭
2. 摰帋<E691B0><E5B88B>啁<EFBFBD><E59581>?
3. **<EFBFBD>鞉挾隞𠉛<EFBFBD><EFBFBD><EFBFBD>粉**嚗<><E59A97>閬<EFBFBD>歲餈<E6ADB2>葉<EFBFBD>湛<EFBFBD>
4. <20>𣂼<EFBFBD>靽⊥<E99DBD>
5. 霈啣<E99C88>撘閧鍂<E996A7>䔶<EFBFBD>蝵?

<0A>𩤃<EFBFBD> <20>孵<EFBFBD>瘜冽<E7989C>嚗?
- Methods<64>朙esults<74>其葉<E585B6>港<EFBFBD>蝵殷<E89DB5><E6AEB7><EFBFBD>摰寞<E691B0><E5AF9E>埈<EFBFBD>
- 餈嗘<E9A488>蝡㰘<E89DA1>敺<EFBFBD>鵭嚗諹窈<E8ABB9><E7AA88>挾<EFBFBD><E68CBE>粉

### Step 3: 鈭文<E988AD>撉諹<E69289>
<EFBFBD>𧼮<EFBFBD><EFBFBD>冽<EFBFBD>嚗峕<EFBFBD>蝝Ｗ<EFBFBD><EFBFBD>株<EFBFBD>嚗𣬚＆霈斗<EFBFBD><EFBFBD>埈<EFBFBD>

2. Few-shot獢<74><E78DA2>嚗<EFBFBD><E59A97><EFBFBD>對<EFBFBD>靽⊥<E99DBD><E28AA5>其葉<E585B6>湛<EFBFBD>

### 獢<><E78DA2>1嚗帋縑<E5B88B>臬銁Methods銝剝𡢿畾菔氜嚗<E6B09C><E59A97><EFBFBD>埈<EFBFBD>嚗争<E59A97>

<0A>冽<EFBFBD>19,500摮梹<E691AE>
- Methods嚗?,000摮梹<E691AE>
  - 蝚?畾蛛<E795BE><E89B9B>𠉛弦霈曇恣璁<E681A3>膩
  - 蝚?畾蛛<E795BE><E89B9B>交<EFBFBD><E4BAA4><EFBFBD><EFBFBD>
  - **蝚?畾蛛<E795BE><E89B9B>𤩺㦤<F0A4A9BA>𡝗䲮瘜?* <20>?<3F>喲睸嚗<E79DB8>銁銝剝𡢿
  - 蝚?畾蛛<E795BE><E89B9B>脫<EFBFBD>
  - ...

甇<>＆<EFBFBD>𡁏<EFBFBD><F0A1818F><EFBFBD><EFBFBD><EFBFBD>鞉挾<E99E89><E68CBE>粉嚗䔶<E59A97>頝唾<E9A09D>
<0A>躰秤蝷箔<E89DB7><E7AE94>䕘<EFBFBD><E49598>芰<EFBFBD>撘<EFBFBD>憭游<E686AD>蝏枏偏嚗諹歲餈<E6ADB2>葉<EFBFBD>?

3. JSON Schema撘箏<E69298>蝥行<E89DA5>

{
  "processing_log": {
    "sections_reviewed": ["Abstract", "Methods", "Results", "Tables"],
    "paragraphs_read_per_section": {
      "Methods": 7,  // 敹<>◆<EFBFBD>?
      "Results": 5   // 敹<>◆<EFBFBD>?
    },
    "middle_sections_attention": true  // 敹<>◆<EFBFBD>單釣銝剝𡢿
  },
  
  "verification": {
    "keywords_searched": ["randomization", "blinding", "ITT"],
    "reread_count": 2,  // <20>喳<EFBFBD><E596B3>滩粉1甈?
    "found_missed_info": false
  }
}

---

<EFBFBD><EFBFBD> 憸<><E686B8><EFBFBD><EFBFBD><EFBFBD>

<EFBFBD><EFBFBD><EFBFBD>	<EFBFBD>格<EFBFBD>	撉諹<EFBFBD><EFBFBD>寞<EFBFBD>
*<EFBFBD><EFBFBD>＆<EFBFBD><EFBFBD><EFBFBD>MVP嚗?	<EFBFBD>?85%	鈭箏極<EFBFBD><EFBFBD>釣10-15蝭<35><E89DAD>霂?
*Methods蝡㰘<EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD>?	<EFBFBD>?83%	<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>隡?
*Results蝡㰘<EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD>?	<EFBFBD>?83%	<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>隡?
*霂<EFBFBD>旿<EFBFBD>曉<EFBFBD><EFBFBD>湔<EFBFBD>?	100%	<EFBFBD>芸𢆡璉<EFBFBD><EFBFBD>?
<EFBFBD>餃郎<EFBFBD>餉<EFBFBD>撉諹<EFBFBD>	100%	閫<EFBFBD><EFBFBD>撘閙<EFBFBD>璉<EFBFBD><EFBFBD>?
<EFBFBD>鞉𧋦	<EFBFBD>?瞼0.06/蝭?	摰鮋<EFBFBD>瘨<EFBFBD><EFBFBD>㛖<EFBFBD>霈?
憭<EFBFBD><EFBFBD><EFBFBD>園𡢿	<EFBFBD>?3<><33><EFBFBD>/蝭?	<EFBFBD>扯<EFBFBD>瘚贝<EFBFBD>

---

<EFBFBD><EFBFBD> <20>∩辣<E288A9><E8BEA3>漣頝臬<E9A09D>

憒<EFBFBD><EFBFBD>MVP<EFBFBD><EFBFBD>＆<EFBFBD>?80%嚗<><E59A97>蝥找蛹瘛瑕<EFBFBD>蝑𣇉裦嚗?

<EFBFBD>喲睸摮埈挾嚗?銝迎<E98A9D><E8BF8E>?<3F><>挾<EFBFBD>𣂼<EFBFBD>
- <20>𤩺㦤<F0A4A9BA>𡝗䲮瘜𤏪<E7989C>Methods嚗?
- <20>脫<EFBFBD>嚗㇈ethods嚗?
- 蝏𤘪<E89D8F>摰峕㟲<E5B395>改<EFBFBD>Results + Figures嚗?

<0A>嗡<EFBFBD>摮埈挾嚗?銝迎<E98A9D><E8BF8E>?靽脲<E99DBD><E884B2>冽<EFBFBD><E586BD>𣂼<EFBFBD>
- <20>𠉛弦霈曇恣<E69B87><E681A3><EFBFBD>蝛嗡犖蝢扎<E89DA2><E6898E>僕憸<E58395>綳<EFBFBD>賜<EFBFBD>

撘<><E69298>穃<EFBFBD><E7A983>𧶏<EFBFBD>+1<>?
憸<><E686B8><EFBFBD><EFBFBD>＆<EFBFBD><EFBC86><EFBFBD>90%+

---

<EFBFBD><EFBFBD> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝

• <EFBFBD>冽<EFBFBD>憭滨<EFBFBD>韐券<EFBFBD>靽嗪<EFBFBD>蝑𣇉裦
• <EFBFBD><EFBFBD><EFBFBD><EFBFBD>䁅<EFBFBD><EFBFBD>萘<EFBFBD>韐券<EFBFBD>靽嗪<EFBFBD>蝑𣇉裦
• [<5B>唳旿摨栞挽霈（(../02-<2D><><EFBFBD>航挽霈?01-<2D>唳旿摨栞挽霈?md)
• API霈曇恣閫<EFBFBD><EFBFBD>

---

**<2A>湔鰵<E6B994>亙<EFBFBD>**嚗?

• 2025-11-22: V1.1 - <20>箔<EFBFBD>韐券<E99F90>靽嗪<E99DBD>霈刻捏嚗𣬚＆摰𡁜<E691B0><F0A1819C><EFBFBD><EFBFBD>甈⊥<E79488>?Prompt隡睃<E99AA1>蝑𣇉裦
• 2025-11-22: V1.0 - <20>嘥<EFBFBD><E598A5><EFBFBD>𧋦