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AIclinicalresearch/docs/_templates/模块README-模板.md
HaHafeng beb7f7f559 feat(asl): Implement full-text screening core LLM service and validation system (Day 1-3)
Core Components:
- PDFStorageService with Dify/OSS adapters
- LLM12FieldsService with Nougat-first + dual-model + 3-layer JSON parsing
- PromptBuilder for dynamic prompt assembly
- MedicalLogicValidator with 5 rules + fault tolerance
- EvidenceChainValidator for citation integrity
- ConflictDetectionService for dual-model comparison

Prompt Engineering:
- System Prompt (6601 chars, Section-Aware strategy)
- User Prompt template (PICOS context injection)
- JSON Schema (12 fields constraints)
- Cochrane standards (not loaded in MVP)

Key Innovations:
- 3-layer JSON parsing (JSON.parse + json-repair + code block extraction)
- Promise.allSettled for dual-model fault tolerance
- safeGetFieldValue for robust field extraction
- Mixed CN/EN token calculation

Integration Tests:
- integration-test.ts (full test)
- quick-test.ts (quick test)
- cached-result-test.ts (fault tolerance test)

Documentation Updates:
- Development record (Day 2-3 summary)
- Quality assurance strategy (full-text screening)
- Development plan (progress update)
- Module status (v1.1 update)
- Technical debt (10 new items)

Test Results:
- JSON parsing success rate: 100%
- Medical logic validation: 5/5 passed
- Dual-model parallel processing: OK
- Cost per PDF: CNY 0.10

Files: 238 changed, 14383 insertions(+), 32 deletions(-)
Docs: docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣褰?2025-11-22_Day2-Day3_LLM鏈嶅姟涓庨獙璇佺郴缁熷紑鍙?md
2025-11-22 22:21:12 +08:00

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# [模块代号] - [模块名称]
> **模块代号:** [代号] ([英文全称])
> **开发状态:** [✅已完成 / ⏳开发中 / ⏳规划中]
> **商业价值:** ⭐⭐⭐⭐⭐ [评级]
> **独立性:** ⭐⭐⭐⭐⭐ [评级]
> **优先级:** [P0/P1/P2]
---
## 📋 模块概述
[2-3句话描述模块核心功能和价值]
**核心价值:** [核心差异化点]
---
## 🎯 核心功能
### [已完成功能 / 计划功能]
1. [✅/⏳] **功能1** - 简要描述
2. [✅/⏳] **功能2** - 简要描述
3. [✅/⏳] **功能3** - 简要描述
**[本周/下一步]重点:** [当前重点]
---
## 📂 文档结构
```
[模块代号]-[模块名称]/
├── [AI对接] [代号]快速上下文.md # [状态]
├── 00-项目概述/
│ ├── 01-产品需求文档(PRD).md # [状态]
│ └── README.md
├── 01-设计文档/
│ ├── 01-技术架构设计.md # [状态]
│ ├── 02-数据库设计.md # [状态]
│ ├── 03-API设计.md # [状态]
│ └── README.md
├── 02-业务规则/
├── 03-开发计划/
├── 04-测试文档/
└── README.md # ✅ 当前文档
```
---
## 🔗 依赖的通用能力
- **[能力1]** - [用途]
- **[能力2]** - [用途]
---
## 🎯 商业模式
**目标客户:** [目标客户群]
**售卖方式:** [独立产品 / 组合售卖 / 平台功能]
**定价策略:** [定价方式]
---
## ⚠️ [技术难点 / 核心特色]
[如果有特别的技术难点或核心特色,在这里说明]
---
**最后更新:** [日期]
**维护人:** 技术架构师