HaHafeng
beb7f7f559
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
93 lines
1.2 KiB
Markdown
93 lines
1.2 KiB
Markdown
# ST - 统计分析工具
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> **模块代号：** ST (Statistical Tools)
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> **开发状态：** ⏳ 规划中
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> **商业价值：** ⭐⭐⭐⭐ 高频
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> **独立性：** ⭐⭐⭐⭐
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> **优先级：** P2
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---
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## 📋 模块概述
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统计分析工具提供100+种轻量化统计工具，满足即时、小型的分析需求。
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---
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## 🎯 核心功能
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### 工具分类
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**描述性统计：**
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- 均值、中位数、标准差
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- 频数分布
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- 交叉表
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**推断性统计：**
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- t检验
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- 卡方检验
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- 方差分析（ANOVA）
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**相关与回归：**
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- 相关分析
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- 线性回归
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- Logistic回归
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**高级分析：**
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- ROC曲线
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- 生存分析
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- Meta分析
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---
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## 📂 文档结构
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```
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ST-统计分析工具/
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├── [AI对接] ST快速上下文.md # ⏳ 待创建
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├── 00-项目概述/
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│ └── 02-工具清单（100+）.md # ⏳ 待创建
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└── README.md # ✅ 当前文档
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```
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---
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## 🔗 依赖的通用能力
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- **文档处理引擎** - 数据导入
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---
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## 🎯 商业模式
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**与SSA模块协同售卖**
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---
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**最后更新：** 2025-11-06
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**维护人：** 技术架构师
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