HaHafeng
8eef9e0544
Features: - Backend statistics API (cloud-native Prisma aggregation) - Results page with hybrid solution (AI consensus + human final decision) - Excel export (frontend generation, zero disk write, cloud-native) - PRISMA-style exclusion reason analysis with bar chart - Batch selection and export (3 export methods) - Fixed logic contradiction (inclusion does not show exclusion reason) - Optimized table width (870px, no horizontal scroll) Components: - Backend: screeningController.ts - add getProjectStatistics API - Frontend: ScreeningResults.tsx - complete results page (hybrid solution) - Frontend: excelExport.ts - Excel export utility (40 columns full info) - Frontend: ScreeningWorkbench.tsx - add navigation button - Utils: get-test-projects.mjs - quick test tool Architecture: - Cloud-native: backend aggregation reduces network transfer - Cloud-native: frontend Excel generation (zero file persistence) - Reuse platform: global prisma instance, logger - Performance: statistics API < 500ms, Excel export < 3s (1000 records) Documentation: - Update module status guide (add Week 4 features) - Update task breakdown (mark Week 4 completed) - Update API design spec (add statistics API) - Update database design (add field usage notes) - Create Week 4 development plan - Create Week 4 completion report - Create technical debt list Test: - End-to-end flow test passed - All features verified - Performance test passed - Cloud-native compliance verified Ref: Week 4 Development Plan Scope: ASL Module MVP - Title Abstract Screening Results Cloud-Native: Backend aggregation + Frontend Excel generation
1.3 KiB
1.3 KiB
SSA - 智能统计分析
模块代号： SSA (Smart Statistical Analysis)
开发状态： ⏳ 规划中
商业价值： ⭐⭐⭐⭐⭐ 刚需
独立性： ⭐⭐⭐⭐
优先级： P2
📋 模块概述
智能统计分析模块提供3条核心分析路径，实现从数据上传到报告导出的完整流程。
🎯 核心功能（3条路径）
1. 队列研究分析
- 基线特征分析
- 生存分析（Kaplan-Meier）
- Cox回归
2. 预测模型构建
- 变量筛选
- 模型构建（Logistic回归、随机森林）
- 模型验证（ROC曲线）
3. RCT研究分析
- 随机化检查
- 疗效分析
- 亚组分析
📂 文档结构
SSA-智能统计分析/
├── [AI对接] SSA快速上下文.md # ⏳ 待创建
├── 00-项目概述/
│ └── 01-产品需求文档(PRD).md # ⏳ 待创建
└── README.md # ✅ 当前文档
🔗 依赖的通用能力
- 文档处理引擎 - 数据导入
- ETL引擎 - 数据预处理
🏗️ 技术栈
- R语言 - 统计分析核心
- Plumber - R暴露为API
- Node.js - 粘合层
🎯 商业模式
与ST模块协同售卖
最后更新： 2025-11-06
维护人： 技术架构师