feat(aia): Complete AIA V2.0 with universal streaming capabilities

Major Changes: - Add StreamingService with OpenAI Compatible format - Upgrade Chat component V2 with Ant Design X integration - Implement AIA module with 12 intelligent agents - Update API routes to unified /api/v1 prefix - Update system documentation Backend (~1300 lines): - common/streaming: OpenAI Compatible adapter - modules/aia: 12 agents, conversation service, streaming integration - Update route versions (RVW, PKB to v1) Frontend (~3500 lines): - modules/aia: AgentHub + ChatWorkspace (100% prototype restoration) - shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook - Update API endpoints to v1 Documentation: - AIA module status guide - Universal capabilities catalog - System overview updates - All module documentation sync Tested: Stream response verified, authentication working Status: AIA V2.0 core completed (85%)
2026-01-14 19:15:01 +08:00
parent 3d35e9c58b
commit 1b53ab9d52
386 changed files with 52096 additions and 65238 deletions
--- a/docs/03-业务模块/ASL-AI智能文献/04-开发计划/04-Week4-结果展示与导出开发计划.md
+++ b/docs/03-业务模块/ASL-AI智能文献/04-开发计划/04-Week4-结果展示与导出开发计划.md
@@ -1,80 +1,80 @@
 # Week 4嚗𡁶<E59A97><F0A181B6>𨅯<EFBFBD>蝷箔<E89DB7>撖澆枂 - 撘<><E69298>𤏸恣<F0A48FB8>𡜐<EFBFBD>鈭穃<E988AD><E7A983><EFBFBD>沲<EFBFBD><E6B2B2><EFBFBD>

-> **文档版本：** v1.0  
-> **创建日期：** 2025-11-21  
-> **计划周期：** 2天（Day 16-17）  
-> **架构原则：** ✅ 云原生优先  
+> **<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗?* v1.0  
+> **<EFBFBD>𥕦遣<EFBFBD>交<EFBFBD>嚗?* 2025-11-21  
+> **霈∪<EFBFBD><EFBFBD>冽<EFBFBD>嚗?* 2憭抬<E686AD>Day 16-17嚗? 
+> **<EFBFBD>嗆<EFBFBD><EFBFBD>笔<EFBFBD>嚗?* <20>?鈭穃<E988AD><E7A983>煺<EFBFBD><E785BA>? 
 > **<2A><><EFBFBD>擧凒<E693A7>堆<EFBFBD>** 2025-11-21

 ---

 ## <20><> <20><>﹝霂湔<E99C82>

-本文档是 Week 4 功能开发的详细计划，遵循云原生开发规范，实现筛选结果的统计展示和Excel导出功能。
+<EFBFBD>祆<EFBFBD>獢<EFBFBD>糓 Week 4 <EFBFBD>蠘<EFBFBD>撘<EFBFBD><EFBFBD>𤑳<EFBFBD>霂衣<EFBFBD>霈∪<EFBFBD>嚗屸<EFBFBD>敺芯<EFBFBD><EFBFBD>毺<EFBFBD>撘<EFBFBD><EFBFBD>𤏸<EFBFBD><EFBFBD><EFBFBD><EFBFBD>摰䂿緵蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>𦦵<EFBFBD>蝏蠘恣撅閧內<EFBFBD>袏xcel撖澆枂<EFBFBD>蠘<EFBFBD><EFBFBD>?

-**核心目标**：
- ✅ 统计概览（总数、纳入率、排除率、待复核）
- ✅ PRISMA式排除原因统计
- ✅ 结果列表Tab切换与查看
- ✅ Excel批量导出
- ✅ 完整功能闭环（上传→筛选→复核→统计→导出）
+**<EFBFBD>詨<EFBFBD><EFBFBD>格<EFBFBD>**嚗?
+- <EFBFBD>?蝏蠘恣璁<E681A3><E79281>嚗<EFBFBD><E59A97>餅㺭<E9A485><E3BAAD>熙<EFBFBD>亦<EFBFBD><E4BAA6><EFBFBD><EFBFBD><EFBFBD>斤<EFBFBD><E696A4><EFBFBD><EFBFBD>憭齿瓲嚗?
+- <EFBFBD>?PRISMA撘𤩺<EFBFBD><EFBFBD>文<EFBFBD><EFBFBD>删<EFBFBD>霈?
+- <EFBFBD>?蝏𤘪<E89D8F><F0A498AA>𡑒”Tab<61><62>揢銝擧䰻<E693A7>?
+- <EFBFBD>?Excel<EFBFBD>寥<EFBFBD>撖澆枂
+- <EFBFBD>?摰峕㟲<E5B395>蠘<EFBFBD><E8A098>剔㴓嚗<E3B493><E59A97>隡罱<E99AA1>蝑偦<E89D91>争<EFBFBD>憭齿瓲<E9BDBF>垍<EFBFBD>霈﹦<E99C88>撖澆枂嚗?

-**架构原则**：
- ✅ **云原生优先**：遵循[云原生开发规范](../../../04-开发规范/08-云原生开发规范.md)
- ✅ **复用平台能力**：使用全局`prisma`、`logger`等
- ✅ **零文件落盘**：Excel前端生成或OSS存储
- ✅ **后端聚合计算**：统计数据后端聚合
+**<EFBFBD>嗆<EFBFBD><EFBFBD>笔<EFBFBD>**嚗?
+- <EFBFBD>?**鈭穃<E988AD><E7A983>煺<EFBFBD><E785BA>?*嚗𡁻<E59A97>敺歧鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>(../../../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md)
+- <EFBFBD>?**憭滨鍂撟喳蝱<E596B3>賢<EFBFBD>**嚗帋蝙<E5B88B>典<EFBFBD>撅<EFBFBD>`prisma`<EFBFBD><EFBFBD>logger`蝑?
+- <EFBFBD>?**<2A>嗆<EFBFBD>隞嗉氜<E59789>?*嚗鍃xcel<65>滨垢<E6BBA8><E59EA2><EFBFBD><EFBFBD>𤈛SS摮睃<E691AE>
+- <EFBFBD>?**<2A>𡒊垢<F0A1928A>𡁜<EFBFBD>霈∠<E99C88>**嚗𡁶<E59A97>霈⊥㺭<E28AA5>桀<EFBFBD>蝡航<E89DA1><E888AA>?

 ---

-## 🎯 一、功能定位
+## <EFBFBD>㴓 銝<><E98A9D><EFBFBD><EFBFBD><EFBFBD>賢<EFBFBD>雿?

-### 1.1 "审核工作台" vs "初筛结果" 区别
+### 1.1 "摰⊥瓲撌乩<EFBFBD><EFBFBD>? vs "<22>萘<EFBFBD>蝏𤘪<E89D8F>" <20>箏<EFBFBD>

-| 维度 | 审核工作台（ScreeningWorkbench） | 初筛结果（ScreeningResults） |
+| 蝏游漲 | 摰⊥瓲撌乩<E6928C><E4B9A9>堆<EFBFBD>ScreeningWorkbench嚗?| <20>萘<EFBFBD>蝏𤘪<E89D8F>嚗𠄎creeningResults嚗?|
 |------|--------------------------------|---------------------------|
-| **定位** | 实时监控、冲突处理、人工复核 | 最终结果展示、统计分析、批量导出 |
+| **摰帋<EFBFBD>** | 摰墧𧒄<EFBFBD>烐綉<EFBFBD><EFBFBD><EFBFBD>蝒<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>犖撌亙<EFBFBD><EFBFBD>?| <20><>蝏<EFBFBD><E89D8F><EFBFBD>𨅯<EFBFBD>蝷箝<E89DB7><E7AE9D><EFBFBD>霈∪<E99C88><E288AA>僐<EFBFBD><E58390>鸌<EFBFBD>誩紡<E8AAA9>?|
 | **雿輻鍂<E8BCBB>嗆㦤** | 蝑偦<E89D91>㕑<EFBFBD>銵䔶葉 | 蝑偦<E89D91>匧<EFBFBD><E58CA7>𣂼<EFBFBD> |
-| **核心功能** | 进度轮询、逐条复核、冲突高亮 | 统计概览、PRISMA总结、批量导出 |
-| **表格形式** | 双行表格（DS + Qwen对比） | 单行表格（显示最终决策） |
-| **强调重点** | 工作流 | 结果汇总 |
+| **<EFBFBD>詨<EFBFBD><EFBFBD>蠘<EFBFBD>** | 餈𥕦漲頧株砭<EFBFBD><EFBFBD><EFBFBD>鞉辺憭齿瓲<EFBFBD><EFBFBD><EFBFBD>蝒<EFBFBD><EFBFBD>鈭?| 蝏蠘恣璁<E681A3><E79281><EFBFBD><EFBFBD>RISMA<4D>餌<EFBFBD><E9A48C><EFBFBD>鸌<EFBFBD>誩紡<E8AAA9>?|
+| **銵冽聢敶Ｗ<EFBFBD>** | <EFBFBD>諹<EFBFBD>銵冽聢嚗㇄S + Qwen撖寞<E69296>嚗?| <20>閗<EFBFBD>銵冽聢嚗<E881A2>遬蝷箸<E89DB7>蝏<EFBFBD><E89D8F>蝑吔<E89D91> |
+| **撘箄<EFBFBD><EFBFBD>滨<EFBFBD>** | 撌乩<EFBFBD>瘚?| 蝏𤘪<E89D8F>瘙<EFBFBD><E79899>?|

-**比喻**：
+**瘥𥪜鸘**嚗?
 ```
-审核工作台 = 生产车间（正在筛选、复核）
+摰⊥瓲撌乩<EFBFBD><EFBFBD>?= <20>煺漣頧阡𡢿嚗<F0A1A2BF>迤<EFBFBD>函<EFBFBD><E587BD>剹<EFBFBD><E589B9><EFBFBD><EFBFBD>賂<EFBFBD>
 <EFBFBD>萘<EFBFBD>蝏𤘪<EFBFBD>   = <20>𣂼<EFBFBD>隞枏<E99A9E>嚗<EFBFBD>歇摰峕<E691B0><E5B395><EFBFBD><EFBFBD>霈～<E99C88><EFBD9E>紡<EFBFBD>綽<EFBFBD>
 ```

 ### 1.2 <20>冽<EFBFBD>瘚<EFBFBD><E7989A>

 ```
-设置与启动 → 审核工作台 → 初筛结果
-   (配置)      (实时监控)    (结果汇总)
-    ↓            ↓            ↓
+霈曄蔭銝𤾸鍳<EFBFBD>?<3F>?摰⊥瓲撌乩<E6928C><E4B9A9>?<3F>?<3F>萘<EFBFBD>蝏𤘪<E89D8F>
+   (<EFBFBD>滨蔭)      (摰墧𧒄<EFBFBD>烐綉)    (蝏𤘪<E89D8F>瘙<EFBFBD><E79899>?
+    <EFBFBD>?           <EFBFBD>?           <EFBFBD>?
  憛怠<E6869B>PICOS    <20>鞉辺憭齿瓲      <20>寥<EFBFBD>撖澆枂
  銝𠹺<E98A9D>Excel    <20>脩<EFBFBD>憭<EFBFBD><E686AD>      蝏蠘恣<E8A098><E681A3><EFBFBD>
 ```

 ---

-## 🏗️ 二、技术架构（云原生）
+## <EFBFBD><EFBFBD>儭?鈭䎚<E988AD><E48E9A><EFBFBD><EFBFBD>舀沲<E88880><E6B2B2><EFBFBD>鈭穃<E988AD><E7A983><EFBFBD><EFBFBD>

 ### 2.1 <20>詨<EFBFBD><E8A9A8>嗆<EFBFBD><E59786>喟<EFBFBD>

-#### 决策1：数据获取策略 → 后端聚合API ✅
+#### <EFBFBD>喟<EFBFBD>1嚗𡁏㺭<EFBFBD>株繮<EFBFBD>𣇉<EFBFBD><EFBFBD>?<3F>?<3F>𡒊垢<F0A1928A>𡁜<EFBFBD>API <EFBFBD>?

-**方案A**（不采用）：前端获取全量数据，前端计算
+**<EFBFBD>寞<EFBFBD>A**嚗<><E59A97><EFBFBD><EFBFBD>鍂嚗㚁<E59A97><E39A81>滨垢<E6BBA8>瑕<EFBFBD><E79195>券<EFBFBD><E588B8>唳旿嚗<E697BF><E59A97>蝡航恣蝞?
 ```typescript
-// ❌ 不符合云原生：前端获取全量数据（可能上千条）
+// <EFBFBD>?銝滨泵<E6BBA8><E6B3B5><EFBFBD><EFBFBD>毺<EFBFBD>嚗𡁜<E59A97>蝡航繮<E888AA>硋<EFBFBD><E7A18B>𤩺㺭<F0A4A9BA>殷<EFBFBD><E6AEB7>航<EFBFBD>銝𠰴<E98A9D><F0A0B0B4>∴<EFBFBD>
 const { data } = await aslApi.getScreeningResultsList(projectId, {
  pageSize: 9999  // <20>瑕<EFBFBD><E79195>券<EFBFBD>
 });
 // <20>滨垢霈∠<E99C88>蝏蠘恣...
 ```

-**方案B**（采用）：后端聚合API ✅
+**<EFBFBD>寞<EFBFBD>B**嚗<><E59A97><EFBFBD>剁<EFBFBD>嚗𡁜<E59A97>蝡航<E89DA1><E888AA>㇁PI <EFBFBD>?
 ```typescript
-// ✅ 符合云原生：后端聚合，减少网络传输
+// <EFBFBD>?蝚血<E89D9A>鈭穃<E988AD><E7A983><EFBFBD><EFBFBD><EFBFBD>𡒊垢<F0A1928A>𡁜<EFBFBD>嚗<EFBFBD><E59A97>撠𤑳<E692A0>蝏靝<E89D8F>颲?
 GET /api/v1/asl/projects/:projectId/statistics

 // <20>𡒊垢雿輻鍂Prisma<6D>𡁜<EFBFBD>
@@ -85,50 +85,50 @@ const stats = await prisma.aslScreeningResult.groupBy({
 });
 ```

-**选择理由**：
- ✅ 后端聚合，性能好
- ✅ 减少网络传输（从MB级降到KB级）
- ✅ 可扩展性强（支持更复杂的统计）
- ✅ 符合云原生"计算靠近数据"原则
+**<EFBFBD>㗇𥋘<EFBFBD><EFBFBD>眏**嚗?
+- <EFBFBD>?<3F>𡒊垢<F0A1928A>𡁜<EFBFBD>嚗峕<E59A97>扯<EFBFBD>憟?
+- <EFBFBD>?<3F>誩<EFBFBD>蝵𤑳<E89DB5>隡㰘<E99AA1>嚗<EFBFBD><E59A97>MB蝥折<E89DA5><E68A98>袁B蝥改<E89DA5>
+- <EFBFBD>?<3F>舀<EFBFBD>撅閙<E69285>批撩嚗<E692A9>𣈲<EFBFBD><F0A388B2>凒憭齿<E686AD><E9BDBF><EFBFBD><EFBFBD>霈∴<E99C88>
+- <EFBFBD>?蝚血<E89D9A>鈭穃<E988AD><E7A983>?霈∠<E99C88><E288A0>㰘<EFBFBD><E3B098>唳旿"<22>笔<EFBFBD>

 ---

-#### 决策2：Excel导出策略 → 前端生成（MVP）✅
+#### <EFBFBD>喟<EFBFBD>2嚗鍃xcel撖澆枂蝑𣇉裦 <20>?<3F>滨垢<E6BBA8><E59EA2><EFBFBD>嚗㇈VP嚗争<E59A97>

-**方案A**（采用MVP）：前端生成 ✅
+**<EFBFBD>寞<EFBFBD>A**嚗<><E59A97><EFBFBD>決VP嚗㚁<E59A97><E39A81>滨垢<E6BBA8><E59EA2><EFBFBD> <20>?
 ```typescript
-// ✅ 符合云原生：零文件落盘，完全在浏览器内存中
+// <EFBFBD>?蝚血<E89D9A>鈭穃<E988AD><E7A983><EFBFBD><EFBFBD><EFBFBD>嗆<EFBFBD>隞嗉氜<E59789>矋<EFBFBD>摰<EFBFBD><E691B0><EFBFBD>冽<EFBFBD>閫<EFBFBD>膥<EFBFBD><E886A5><EFBFBD>銝?
 import * as XLSX from 'xlsx';

 function exportToExcel(results) {
  const ws = XLSX.utils.json_to_sheet(exportData);
  const wb = XLSX.utils.book_new();
-  XLSX.utils.book_append_sheet(wb, ws, '筛选结果');
-  XLSX.writeFile(wb, 'screening-results.xlsx');  // 浏览器下载
+  XLSX.utils.book_append_sheet(wb, ws, '蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>?);
+  XLSX.writeFile(wb, 'screening-results.xlsx');  // 瘚讛<EFBFBD><EFBFBD>其<EFBFBD>頧?
 }
 ```

-**优点**：
- ✅ **零文件落盘**（完全在浏览器内存中生成）
- ✅ **无需后端存储**（不占用OSS空间）
- ✅ **实时生成**（无异步等待）
- ✅ **符合云原生原则**（避免Serverless文件操作）
- ✅ **成本低**（不消耗后端资源）
+**隡条<EFBFBD>**嚗?
+- <EFBFBD>?**<2A>嗆<EFBFBD>隞嗉氜<E59789>?*嚗<><E59A97><EFBFBD>典銁瘚讛<E7989A><E8AE9B>典<EFBFBD>摮䀝葉<E4809D><E89189><EFBFBD>嚗?
+- <EFBFBD>?**<2A>𣳇<EFBFBD><F0A3B387>𡒊垢摮睃<E691AE>**嚗<><E59A97><EFBFBD>删鍂OSS蝛粹𡢿嚗?
+- <EFBFBD>?**摰墧𧒄<E5A2A7><F0A79284><EFBFBD>**嚗<><E59A97>撘<EFBFBD>郊蝑匧<E89D91>嚗?
+- <EFBFBD>?**蝚血<E89D9A>鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>?*嚗<><E59A97><EFBFBD>𥒚erverless<EFBFBD><EFBFBD>辣<EFBFBD>滢<EFBFBD>嚗?
+- <EFBFBD>?**<2A>鞉𧋦雿?*嚗<><E59A97>瘨<EFBFBD><E798A8>堒<EFBFBD>蝡航<E89DA1>皞琜<E79A9E>

-**限制**：
- ⚠️ 适用数据量：<5000条
- ⚠️ 生成速度：<1000条约2-3秒
+**<EFBFBD>𣂼<EFBFBD>**嚗?
+- <EFBFBD>𩤃<EFBFBD> <20><>鍂<EFBFBD>唳旿<E594B3>𧶏<EFBFBD><5000<EFBFBD>?
+- <EFBFBD>𩤃<EFBFBD> <20><><EFBFBD><EFBFBD>笔漲嚗?1000<EFBFBD>∠漲2-3蝘?
 - <20>𩤃<EFBFBD> 銝齿𣈲<E9BDBF><F0A388B2><EFBFBD><EFBFBD><EFBFBD>聢撘𧶏<E69298>憭锭heet<65><74>㦛銵剁<E98AB5>

-**方案B**（未来扩展）：后端生成 + OSS存储 ⏸️
+**<EFBFBD>寞<EFBFBD>B**嚗<>𧊋<EFBFBD>交<EFBFBD>撅𤏪<E69285>嚗𡁜<E59A97>蝡舐<E89DA1><E88890>?+ OSS摮睃<E691AE> <20>賂<EFBFBD>
 ```typescript
-// ⏸️ 技术债务：当数据量>5000条或需要复杂格式时
-// 1. 后端生成Excel（内存中）
+// <EFBFBD>賂<EFBFBD> <20><><EFBFBD>臬<EFBFBD>箏𦛚嚗𡁜<E59A97><F0A1819C>唳旿<E594B3>?5000<30>⊥<EFBFBD><E28AA5><EFBFBD>閬<EFBFBD><E996AC><EFBFBD><EFBFBD>聢撘𤩺𧒄
+// 1. <EFBFBD>𡒊垢<EFBFBD><EFBFBD><EFBFBD>Excel嚗<EFBFBD><EFBFBD>摮䀝葉嚗?
 import ExcelJS from 'exceljs';
 const workbook = new ExcelJS.Workbook();
 // ... <20><><EFBFBD>Excel

-// 2. ⭐ 上传到OSS（使用平台存储服务）
+// 2. 潃?銝𠹺<E98A9D><F0A0B9BA>記SS嚗<53>蝙<EFBFBD>典像<E585B8>啣<EFBFBD><E595A3>冽<EFBFBD><E586BD>∴<EFBFBD>
 import { storage } from '@/common/storage';
 const buffer = await workbook.xlsx.writeBuffer();
 const url = await storage.upload(`asl/exports/${Date.now()}.xlsx`, buffer);
@@ -137,97 +137,97 @@ const url = await storage.upload(`asl/exports/${Date.now()}.xlsx`, buffer);
 res.send({ success: true, url });
 ```

-**触发条件**：
- 单次导出数据量 >5000条
- 需要复杂Excel格式（多Sheet、图表等）
+**閫血<EFBFBD><EFBFBD>∩辣**嚗?
+- <EFBFBD>閙活撖澆枂<EFBFBD>唳旿<EFBFBD>?>5000<EFBFBD>?
+- <EFBFBD><EFBFBD>閬<EFBFBD><EFBFBD><EFBFBD><EFBFBD>xcel<EFBFBD>澆<EFBFBD>嚗<EFBFBD><EFBFBD>Sheet<EFBFBD><EFBFBD>㦛銵函<EFBFBD>嚗?
 - <20>冽<EFBFBD><E586BD>漤<EFBFBD><E6BCA4>滨垢撖澆枂<E6BE86>⊿▼

-**记录位置**：[技术债务清单 - 优先级4](../../06-技术债务/技术债务清单.md)
+**霈啣<EFBFBD>雿滨蔭**嚗靀<E59A97><E99D80><EFBFBD>臬<EFBFBD>箏𦛚皜<F0A69B9A><E79A9C> - 隡睃<E99AA1>蝥?](../../06-<EFBFBD><EFBFBD><EFBFBD>臬<EFBFBD>箏𦛚/<2F><><EFBFBD>臬<EFBFBD>箏𦛚皜<F0A69B9A><E79A9C>.md)

 ---

-### 2.2 云原生架构检查
+### 2.2 鈭穃<EFBFBD><EFBFBD><EFBFBD>沲<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

-基于[云原生开发规范](../../../04-开发规范/08-云原生开发规范.md)，本开发计划遵循：
+<EFBFBD>箔<EFBFBD>[鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>(../../../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md)嚗峕𧋦撘<F0A78BA6><E69298>𤏸恣<F0A48FB8>㘾<EFBFBD>敺迎<E695BA>

-| 检查项 | 要求 | 本计划实现 | 状态 |
+| 璉<EFBFBD><EFBFBD>仿★ | 閬<><E996AC> | <20>祈恣<E7A588>鍦<EFBFBD><E98DA6>?| <20>嗆<EFBFBD>?|
 |--------|------|-----------|------|
-| **存储** | 使用`storage.upload()`，不用`fs.writeFile()` | Excel前端生成，零落盘 | ✅ |
-| **数据库** | 使用全局`prisma`实例 | 统计API使用全局`prisma` | ✅ |
-| **长任务** | 异步处理，不阻塞请求 | 统计API <500ms，无需异步 | ✅ |
-| **日志** | 使用`logger`，不用`console.log` | 后端使用`logger.info/error` | ✅ |
-| **配置** | 使用`process.env` | 无新增配置 | ✅ |
-| **计算** | 复杂计算后端完成 | 统计聚合后端完成 | ✅ |
+| **摮睃<EFBFBD>** | 雿輻鍂`storage.upload()`嚗䔶<EFBFBD><EFBFBD>灼fs.writeFile()` | Excel<EFBFBD>滨垢<EFBFBD><EFBFBD><EFBFBD>嚗屸妟<EFBFBD>賜<EFBFBD> | <EFBFBD>?|
+| **<EFBFBD>唳旿摨?* | 雿輻鍂<E8BCBB>典<EFBFBD>`prisma`摰硺<E691B0> | 蝏蠘恣API雿輻鍂<E8BCBB>典<EFBFBD>`prisma` | <EFBFBD>?|
+| **<EFBFBD>蹂遙<EFBFBD>?* | 撘<>郊憭<E9838A><E686AD>嚗䔶<E59A97><E494B6>餃<EFBFBD>霂瑟<E99C82> | 蝏蠘恣API <500ms嚗峕<EFBFBD><EFBFBD><EFBFBD>撘<EFBFBD>郊 | <EFBFBD>?|
+| **<EFBFBD>亙<EFBFBD>** | 雿輻鍂`logger`嚗䔶<EFBFBD><EFBFBD>灼console.log` | <EFBFBD>𡒊垢雿輻鍂`logger.info/error` | <EFBFBD>?|
+| **<EFBFBD>滨蔭** | 雿輻鍂`process.env` | <EFBFBD>䭾鰵憓鮋<EFBFBD>蝵?| <20>?|
+| **霈∠<EFBFBD>** | 憭齿<EFBFBD>霈∠<EFBFBD><EFBFBD>𡒊垢摰峕<EFBFBD> | 蝏蠘恣<E8A098>𡁜<EFBFBD><F0A1819C>𡒊垢摰峕<E691B0> | <EFBFBD>?|

 ---

-## 📐 三、页面设计
+## <EFBFBD><EFBFBD> 銝剹<E98A9D><E589B9>△<EFBFBD>Ｚ挽霈?

 ### 3.1 <20>港<EFBFBD>撣<EFBFBD><E692A3>

 ```
-┌─────────────────────────────────────────────────────────┐
-│  标题：标题摘要初筛 - 结果                                  │
-│  说明：筛选结果统计、PRISMA流程图、批量操作和导出              │
-└─────────────────────────────────────────────────────────┘
+<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
+<EFBFBD>? <20><><EFBFBD>嚗𡁏<E59A97>憸䀹<E686B8>閬<EFBFBD><E996AC>蝑?- 蝏𤘪<E89D8F>                                  <EFBFBD>?
+<EFBFBD>? 霂湔<E99C82>嚗𡁶<E59A97><F0A181B6>厩<EFBFBD><E58EA9>𦦵<EFBFBD>霈～<E99C88><EFBD9E>RISMA瘚<41><E7989A><EFBFBD>整<EFBFBD><E695B4>鸌<EFBFBD>𤩺<EFBFBD>雿𨅯<E99BBF>撖澆枂              <EFBFBD>?
+<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

-┌─────────────────────────────────────────────────────────┐
-│  📊 统计概览（4个卡片 + 待复核提示）                          │
-│  ┌───────┐ ┌───────┐ ┌───────┐ ┌───────┐                │
-│  │ 总数  │ │ 已纳入│ │ 已排除│ │ 待复核│                   │
-│  │  199  │ │  85   │ │  90   │ │  24   │                   │
-│  │  篇   │ │ 42.7% │ │ 45.2% │ │ 12.1% │                   │
-│  └───────┘ └───────┘ └───────┘ └───────┘                │
-│                                                           │
-│  ⚠️ 提示：还有 24 篇文献待复核，请前往"审核工作台"处理      │
-└─────────────────────────────────────────────────────────┘
+<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
+<EFBFBD>? <20><> 蝏蠘恣璁<E681A3><E79281>嚗?銝芸㨃<E88AB8>?+ 敺<><E695BA><EFBFBD>豢<EFBFBD>蝷綽<E89DB7>                          <EFBFBD>?
+<EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?               <EFBFBD>?
+<EFBFBD>? <20>?<3F>餅㺭  <20>?<3F>?撌脩熙<E884A9>乒<EFBFBD> <20>?撌脫<E6928C><E884AB>手<EFBFBD> <20>?敺<><E695BA><EFBFBD>詹<EFBFBD>                   <EFBFBD>?
+<EFBFBD>? <20>? 199  <EFBFBD>?<3F>? 85   <EFBFBD>?<3F>? 90   <EFBFBD>?<3F>? 24   <EFBFBD>?                  <EFBFBD>?
+<EFBFBD>? <20>? 蝭?  <20>?<3F>?42.7% <EFBFBD>?<3F>?45.2% <EFBFBD>?<3F>?12.1% <EFBFBD>?                  <EFBFBD>?
+<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>婙<EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>婙<EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>婙<EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?               <EFBFBD>?
+<EFBFBD>?                                                          <EFBFBD>?
+<EFBFBD>? <20>𩤃<EFBFBD> <20>鞟內嚗朞<E59A97><E69C9E>?24 蝭<><E89DAD><EFBFBD>桀<EFBFBD>憭齿瓲嚗諹窈<E8ABB9>滚<EFBFBD>"摰⊥瓲撌乩<E6928C><E4B9A9>?憭<><E686AD>      <EFBFBD>?
+<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

-┌─────────────────────────────────────────────────────────┐
-│  📈 排除原因统计（柱状图）                                   │
-│  ┌─────────────────────────────────────────────┐        │
-│  │ P不匹配（人群）  ████████████████ 40篇 (44%) │        │
-│  │ I不匹配（干预）  ████████ 25篇 (28%)        │        │
-│  │ S不匹配（研究设计）████ 15篇 (17%)          │        │
-│  │ 其他原因       ██ 10篇 (11%)                │        │
-│  └─────────────────────────────────────────────┘        │
-└─────────────────────────────────────────────────────────┘
+<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
+<EFBFBD>? <20><> <20>㘾膄<E398BE>笔<EFBFBD>蝏蠘恣嚗<E681A3><E59A97><EFBFBD>嗅㦛嚗?                                  <EFBFBD>?
+<EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?       <EFBFBD>?
+<EFBFBD>? <20>?P銝滚龪<E6BB9A>㵪<EFBFBD>鈭箇黎嚗? <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD> 40蝭?(44%) <EFBFBD>?       <EFBFBD>?
+<EFBFBD>? <20>?I銝滚龪<E6BB9A>㵪<EFBFBD>撟脤<E6929F>嚗? <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD> 25蝭?(28%)        <EFBFBD>?       <EFBFBD>?
+<EFBFBD>? <20>?S銝滚龪<E6BB9A>㵪<EFBFBD><E3B5AA>𠉛弦霈曇恣嚗争<E59A97><E4BA89><EFBFBD><EFBFBD><EFBFBD>?15蝭?(17%)          <EFBFBD>?       <EFBFBD>?
+<EFBFBD>? <20>?<3F>嗡<EFBFBD><E597A1>笔<EFBFBD>       <EFBFBD><EFBFBD><EFBFBD> 10蝭?(11%)                <EFBFBD>?       <EFBFBD>?
+<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?       <EFBFBD>?
+<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

-┌─────────────────────────────────────────────────────────┐
-│  📋 结果列表（Tabs + 单行表格 + 批量操作）                    │
-│  ┌─────────────────────────────────────────────────┐    │
-│  │ [全部 199] [已纳入 85] [已排除 90] [待复核 24]  │    │
-│  ├─────────────────────────────────────────────────┤    │
-│  │ [导出全部] [导出当前页] [导出选中项]              │    │
-│  ├─────────────────────────────────────────────────┤    │
-│  │ ☑ 序号 | 标题 | 最终决策 | 排除原因 | 操作      │    │
-│  │ ☐ 1   | ... | 已纳入   | -        | [查看]    │    │
-│  │ ☐ 2   | ... | 已排除   | P不匹配   | [查看]    │    │
-│  │ ☐ 3   | ... | 待复核   | 冲突     | [复核]    │    │
-│  └─────────────────────────────────────────────────┘    │
-└─────────────────────────────────────────────────────────┘
+<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
+<EFBFBD>? <20><> 蝏𤘪<E89D8F><F0A498AA>𡑒”嚗㇍abs + <20>閗<EFBFBD>銵冽聢 + <20>寥<EFBFBD><E5AFA5>滢<EFBFBD>嚗?                   <EFBFBD>?
+<EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>?[<5B>券<EFBFBD> 199] [撌脩熙<E884A9>?85] [撌脫<E6928C><E884AB>?90] [敺<><E695BA><EFBFBD>?24]  <EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>鎿<EFBFBD><E98EBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>?[撖澆枂<E6BE86>券<EFBFBD>] [撖澆枂敶枏<E695B6>憿琶 [撖澆枂<E6BE86>劐葉憿鉛              <EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>鎿<EFBFBD><E98EBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>?<3F>?摨誩噡 | <20><><EFBFBD> | <20><>蝏<EFBFBD><E89D8F>蝑?| <20>㘾膄<E398BE>笔<EFBFBD> | <20>滢<EFBFBD>      <EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>?<3F>?1   | ... | 撌脩熙<EFBFBD>?  | -        | [<EFBFBD>亦<EFBFBD>]    <EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>?<3F>?2   | ... | 撌脫<EFBFBD><EFBFBD>?  | P銝滚龪<E6BB9A>?  | [<EFBFBD>亦<EFBFBD>]    <EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>?<3F>?3   | ... | 敺<EFBFBD><EFBFBD><EFBFBD>?  | <EFBFBD>脩<EFBFBD>     | [憭齿瓲]    <EFBFBD>?   <EFBFBD>?
+<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?   <EFBFBD>?
+<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
 ```

 ### 3.2 銵冽聢霈曇恣

-**列定义**（单行表格，区别于审核工作台的双行）：
+**<EFBFBD>堒<EFBFBD>銋?*嚗<><E59A97>銵諹”<E8ABB9>潘<EFBFBD><E6BD98>箏<EFBFBD>鈭𤾸恣<F0A4BEB8>詨極雿𨅯蝱<F0A885AF><E89DB1><EFBFBD>銵䕘<E98AB5>嚗?

 | <20>堒<EFBFBD> | 摰賢漲 | 霂湔<E99C82> |
 |------|------|------|
-| 选择 | 50px | Checkbox多选 |
+| <EFBFBD>㗇𥋘 | 50px | Checkbox憭𡁻<EFBFBD>?|
 | 摨誩噡 | 60px | 銵<>噡 |
 | <20><>讃<EFBFBD><E8AE83><EFBFBD> | 400px | Tooltip<69>曄內<E69B84>冽<EFBFBD> |
-| 最终决策 | 100px | Tag显示（纳入/排除/待定） |
+| <EFBFBD><EFBFBD>蝏<EFBFBD><EFBFBD>蝑?| 100px | Tag<EFBFBD>曄內嚗<EFBFBD>熙<EFBFBD>?<3F>㘾膄/敺<><E695BA>嚗?|
 | <20>㘾膄<E398BE>笔<EFBFBD> | 150px | <20>曄內<E69B84>瑚<EFBFBD><E7919A>笔<EFBFBD> |
-| 置信度 | 80px | DeepSeek置信度 |
+| 蝵桐縑摨?| 80px | DeepSeek蝵桐縑摨?|
 | <20>滢<EFBFBD> | 100px | <20>亦<EFBFBD>霂行<E99C82><E8A18C>厰僼 |

-**关键区别**：
- **审核工作台**：双行表格，显示DS+Qwen对比，强调冲突
- **初筛结果**：**单行表格**，显示最终决策，强调结果
+**<EFBFBD>喲睸<EFBFBD>箏<EFBFBD>**嚗?
+- **摰⊥瓲撌乩<EFBFBD><EFBFBD>?*嚗𡁜<E59A97>銵諹”<E8ABB9>潘<EFBFBD><E6BD98>曄內DS+Qwen撖寞<E69296>嚗<EFBFBD>撩靚<E692A9><E99D9A>蝒?
+- **<EFBFBD>萘<EFBFBD>蝏𤘪<EFBFBD>**嚗?*<2A>閗<EFBFBD>銵冽聢**嚗峕遬蝷箸<E89DB7>蝏<EFBFBD><E89D8F>蝑吔<E89D91>撘箄<E69298>蝏𤘪<E89D8F>

 ---

-## 🔧 四、后端开发
+## <EFBFBD>圲 <20>䜘<EFBFBD><E49C98><EFBFBD>蝡臬<E89DA1><E887AC>?

 ### 4.1 <20>啣<EFBFBD>蝏蠘恣API

@@ -238,7 +238,7 @@ GET /api/v1/asl/projects/:projectId/statistics

 #### 霂瑟<E99C82><E7919F><EFBFBD>㺭
 ```
-无
+<EFBFBD>?
 ```

 #### <20>滚<EFBFBD><E6BB9A>澆<EFBFBD>
@@ -253,9 +253,9 @@ GET /api/v1/asl/projects/:projectId/statistics
    "conflict": 24,
    "reviewed": 175,
    "exclusionReasons": {
-      "P不匹配（人群）": 40,
-      "I不匹配（干预）": 25,
-      "S不匹配（研究设计）": 15,
+      "P銝滚龪<EFBFBD>㵪<EFBFBD>鈭箇黎嚗?: 40,
+      "I銝滚龪<EFBFBD>㵪<EFBFBD>撟脤<EFBFBD>嚗?: 25,
+      "S銝滚龪<EFBFBD>㵪<EFBFBD><EFBFBD>𠉛弦霈曇恣嚗?: 15,
      "<EFBFBD>嗡<EFBFBD><EFBFBD>笔<EFBFBD>": 10
    },
    "includedRate": "42.7",
@@ -270,7 +270,7 @@ GET /api/v1/asl/projects/:projectId/statistics
 // backend/src/modules/asl/controllers/screeningController.ts

 /**
- * 获取项目筛选统计数据（云原生：后端聚合）
+ * <EFBFBD>瑕<EFBFBD>憿寧𤌍蝑偦<EFBFBD>厩<EFBFBD>霈⊥㺭<EFBFBD>殷<EFBFBD>鈭穃<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡒊垢<EFBFBD>𡁜<EFBFBD>嚗?
 * GET /api/v1/asl/projects/:projectId/statistics
 */
 export async function getProjectStatistics(
@@ -290,7 +290,7 @@ export async function getProjectStatistics(
      return reply.status(404).send({ error: 'Project not found' });
    }

-    // 2. ⭐ 云原生：使用Prisma聚合查询（并行）
+    // 2. 潃?鈭穃<E988AD><E7A983><EFBFBD><EFBFBD>雿輻鍂Prisma<6D>𡁜<EFBFBD><F0A1819C>亥砭嚗<E7A0AD>僎銵䕘<E98AB5>
    const [
      total,
      includedCount,
@@ -367,13 +367,13 @@ export async function getProjectStatistics(
 }

 /**
- * 辅助函数：从AI判断中提取排除原因
+ * 颲<EFBFBD>𨭌<EFBFBD>賣㺭嚗帋<EFBFBD>AI<EFBFBD>斗鱏銝剜<EFBFBD><EFBFBD>𡝗<EFBFBD><EFBFBD>文<EFBFBD><EFBFBD>?
 */
 function extractAutoReason(result: any): string {
-  if (result.dsPJudgment === 'mismatch') return 'P不匹配（人群）';
-  if (result.dsIJudgment === 'mismatch') return 'I不匹配（干预）';
-  if (result.dsCJudgment === 'mismatch') return 'C不匹配（对照）';
-  if (result.dsSJudgment === 'mismatch') return 'S不匹配（研究设计）';
+  if (result.dsPJudgment === 'mismatch') return 'P銝滚龪<EFBFBD>㵪<EFBFBD>鈭箇黎嚗?;
+  if (result.dsIJudgment === 'mismatch') return 'I銝滚龪<EFBFBD>㵪<EFBFBD>撟脤<EFBFBD>嚗?;
+  if (result.dsCJudgment === 'mismatch') return 'C銝滚龪<EFBFBD>㵪<EFBFBD>撖寧<EFBFBD>嚗?;
+  if (result.dsSJudgment === 'mismatch') return 'S銝滚龪<EFBFBD>㵪<EFBFBD><EFBFBD>𠉛弦霈曇恣嚗?;
  return '<27>嗡<EFBFBD><E597A1>笔<EFBFBD>';
 }
 ```
@@ -382,7 +382,7 @@ function extractAutoReason(result: any): string {
 ```typescript
 // backend/src/modules/asl/routes/index.ts

-// 添加到路由注册
+// 瘛餃<EFBFBD><EFBFBD>啗楝<EFBFBD>望釣<EFBFBD>?
 fastify.get(
  '/projects/:projectId/statistics',
  screeningController.getProjectStatistics
@@ -391,9 +391,9 @@ fastify.get(

 ---

-## 💻 五、前端开发
+## <EFBFBD>凃 鈭𢛵<E988AD><F0A29BB5><EFBFBD>蝡臬<E89DA1><E887AC>?

-### 5.1 API客户端
+### 5.1 API摰Ｘ<EFBFBD>蝡?

 ```typescript
 // frontend-v2/src/modules/asl/api/index.ts
@@ -440,7 +440,7 @@ import { ScreeningResult } from '../types';
 /**
 * 撖澆枂蝑偦<E89D91>厩<EFBFBD><E58EA9>𨅯<EFBFBD>Excel嚗<6C><E59A97><EFBFBD>毺<EFBFBD>嚗𡁜<E59A97>蝡舐<E89DA1><E88890>琜<EFBFBD><E7909C>嗆<EFBFBD>隞嗉氜<E59789>矋<EFBFBD>
 * 
- * @param results 筛选结果数组
+ * @param results 蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>𨀣㺭蝏?
 * @param options 撖澆枂<E6BE86>厰★
 */
 export function exportScreeningResults(
@@ -455,25 +455,25 @@ export function exportScreeningResults(
    '摨誩噡': idx + 1,
    '<27><>讃<EFBFBD><E8AE83><EFBFBD>': r.literature.title,
    '<27>䁅<EFBFBD>': r.literature.abstract || '',
-    '作者': r.literature.authors || '',
+    '雿𡏭<EFBFBD>?: r.literature.authors || '',
    '<EFBFBD>笔<EFBFBD>': r.literature.journal || '',
    '<EFBFBD>𤏸”撟港遢': r.literature.publicationYear || '',
    'PMID': r.literature.pmid || '',
    'DOI': r.literature.doi || '',
    'DeepSeek<EFBFBD>喟<EFBFBD>': r.dsConclusion || '',
-    'DeepSeek置信度': r.dsConfidence ? `${(r.dsConfidence * 100).toFixed(0)}%` : '',
+    'DeepSeek蝵桐縑摨?: r.dsConfidence ? `${(r.dsConfidence * 100).toFixed(0)}%` : '',
    'DeepSeek<65><6B>眏': r.dsReason || '',
    'Qwen<65>喟<EFBFBD>': r.qwenConclusion || '',
-    'Qwen置信度': r.qwenConfidence ? `${(r.qwenConfidence * 100).toFixed(0)}%` : '',
+    'Qwen蝵桐縑摨?: r.qwenConfidence ? `${(r.qwenConfidence * 100).toFixed(0)}%` : '',
    'Qwen<EFBFBD><EFBFBD>眏': r.qwenReason || '',
-    '是否冲突': r.conflictStatus === 'conflict' ? '是' : '否',
-    '最终决策': r.finalDecision || '待定',
+    '<EFBFBD>臬炏<EFBFBD>脩<EFBFBD>': r.conflictStatus === 'conflict' ? '<EFBFBD>? : '<EFBFBD>?,
+    '<EFBFBD><EFBFBD>蝏<EFBFBD><EFBFBD>蝑?: r.finalDecision || '敺<EFBFBD><EFBFBD>',
    '<27>㘾膄<E398BE>笔<EFBFBD>': r.exclusionReason || '',
-    '复核人': r.finalDecisionBy || '',
+    '憭齿瓲鈭?: r.finalDecisionBy || '',
    '憭齿瓲<EFBFBD>園𡢿': r.finalDecisionAt ? new Date(r.finalDecisionAt).toLocaleString('zh-CN') : '',
  }));

-  // 2. ⭐ 生成Excel（完全在内存中，零文件落盘）
+  // 2. 潃?<3F><><EFBFBD>Excel嚗<6C><E59A97><EFBFBD>典銁<E585B8><E98A81><EFBFBD>銝哨<E98A9D><E593A8>嗆<EFBFBD>隞嗉氜<E59789>矋<EFBFBD>
  const ws = XLSX.utils.json_to_sheet(exportData);
  
  // 霈曄蔭<E69B84>堒捐
@@ -481,33 +481,33 @@ export function exportScreeningResults(
    { wch: 6 },  // 摨誩噡
    { wch: 50 }, // <20><><EFBFBD>
    { wch: 60 }, // <20>䁅<EFBFBD>
-    { wch: 30 }, // 作者
+    { wch: 30 }, // 雿𡏭<E99BBF>?
    { wch: 30 }, // <20>笔<EFBFBD>
    { wch: 10 }, // 撟港遢
    { wch: 12 }, // PMID
    { wch: 25 }, // DOI
    { wch: 12 }, // DS<44>喟<EFBFBD>
-    { wch: 12 }, // DS置信度
+    { wch: 12 }, // DS蝵桐縑摨?
    { wch: 40 }, // DS<44><53>眏
    { wch: 12 }, // Qwen<65>喟<EFBFBD>
-    { wch: 12 }, // Qwen置信度
+    { wch: 12 }, // Qwen蝵桐縑摨?
    { wch: 40 }, // Qwen<65><6E>眏
    { wch: 10 }, // <20>脩<EFBFBD>
-    { wch: 12 }, // 最终决策
+    { wch: 12 }, // <20><>蝏<EFBFBD><E89D8F>蝑?
    { wch: 30 }, // <20>㘾膄<E398BE>笔<EFBFBD>
-    { wch: 15 }, // 复核人
+    { wch: 15 }, // 憭齿瓲鈭?
    { wch: 20 }, // 憭齿瓲<E9BDBF>園𡢿
  ];

  const wb = XLSX.utils.book_new();
-  XLSX.utils.book_append_sheet(wb, ws, '筛选结果');
+  XLSX.utils.book_append_sheet(wb, ws, '蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>?);

-  // 3. 生成文件名
+  // 3. <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>辣<EFBFBD>?
  const timestamp = new Date().toISOString().slice(0, 10);
  const filterSuffix = options.filter && options.filter !== 'all' ? `_${options.filter}` : '';
-  const filename = `${options.projectName || '筛选结果'}${filterSuffix}_${timestamp}.xlsx`;
+  const filename = `${options.projectName || '蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>?}${filterSuffix}_${timestamp}.xlsx`;

-  // 4. ⭐ 触发浏览器下载（零文件落盘）
+  // 4. 潃?閫血<E996AB>瘚讛<E7989A><E8AE9B>其<EFBFBD>頧踝<E9A0A7><E8B89D>嗆<EFBFBD>隞嗉氜<E59789>矋<EFBFBD>
  XLSX.writeFile(wb, filename);
 }
 ```
@@ -541,7 +541,7 @@ const ScreeningResults = () => {
  const page = parseInt(searchParams.get('page') || '1', 10);
  const pageSize = 20;

-  // 1. ⭐ 获取统计数据（云原生：后端聚合）
+  // 1. 潃?<3F>瑕<EFBFBD>蝏蠘恣<E8A098>唳旿嚗<E697BF><E59A97><EFBFBD>毺<EFBFBD>嚗𡁜<E59A97>蝡航<E89DA1><E888AA><EFBFBD><EFBFBD>
  const { data: statsData, isLoading: statsLoading } = useQuery({
    queryKey: ['projectStatistics', projectId],
    queryFn: () => aslApi.getProjectStatistics(projectId!),
@@ -562,7 +562,7 @@ const ScreeningResults = () => {
    enabled: !!projectId,
  });

-  // 3. ⭐ 导出Excel（前端生成，云原生）
+  // 3. 潃?撖澆枂Excel嚗<6C><E59A97>蝡舐<E89DA1><E88890>琜<EFBFBD>鈭穃<E988AD><E7A983><EFBFBD><EFBFBD>
  const handleExport = async (filter: string = 'all') => {
    try {
      message.loading('甇<>銁<EFBFBD><E98A81><EFBFBD>Excel...', 0);
@@ -579,7 +579,7 @@ const ScreeningResults = () => {
        return;
      }

-      // ⭐ 前端生成Excel（零文件落盘）
+      // 潃?<3F>滨垢<E6BBA8><E59EA2><EFBFBD>Excel嚗<6C>妟<EFBFBD><E5A69F>辣<EFBFBD>賜<EFBFBD>嚗?
      exportScreeningResults(data.items, {
        filter,
        projectName: `憿寧𤌍${projectId!.slice(0, 8)}`,
@@ -593,7 +593,7 @@ const ScreeningResults = () => {
    }
  };

-  // 4. 批量导出选中项
+  // 4. <EFBFBD>寥<EFBFBD>撖澆枂<EFBFBD>劐葉憿?
  const handleExportSelected = () => {
    if (selectedRowKeys.length === 0) {
      message.warning('霂瑕<E99C82><E79195>㗇𥋘閬<F0A58B98>紡<EFBFBD>箇<EFBFBD>霈啣<E99C88>');
@@ -611,8 +611,8 @@ const ScreeningResults = () => {
    message.success(`<EFBFBD>𣂼<EFBFBD>撖澆枂 ${selectedResults.length} <EFBFBD>∟扇敶𧄧);
  };

-  // 表格列定义、Tab配置等...
-  // （完整代码见实际实现）
+  // 銵冽聢<EFBFBD>堒<EFBFBD>銋剹<EFBFBD><EFBFBD>ab<EFBFBD>滨蔭蝑?..
+  // 嚗<EFBFBD><EFBFBD><EFBFBD>港誨<EFBFBD><EFBFBD><EFBFBD>摰鮋<EFBFBD>摰䂿緵嚗?
 };

 export default ScreeningResults;
@@ -620,177 +620,177 @@ export default ScreeningResults;

 ---

-## 📅 六、开发任务分解
+## <EFBFBD><EFBFBD> <20>准<EFBFBD><E58786><EFBFBD><EFBFBD>睲遙<E79DB2>∪<EFBFBD>閫?

-### Phase 1：后端统计API（Day 16上午）⏱️ 2小时
+### Phase 1嚗𡁜<EFBFBD>蝡舐<EFBFBD>霈，PI嚗㇄ay 16銝𠰴<E98A9D>嚗争𪃸儭?2撠𤩺𧒄

-**任务**：
-1. 在 `screeningController.ts` 中实现 `getProjectStatistics`
+**隞餃𦛚**嚗?
+1. <EFBFBD>?`screeningController.ts` 銝剖<EFBFBD><EFBFBD>?`getProjectStatistics`
 2. 雿輻鍂Prisma<6D>𡁜<EFBFBD><F0A1819C>亥砭嚗<E7A0AD>僎銵峕䰻霂Ｖ<E99C82><EFBCB6>吔<EFBFBD>
 3. 摰䂿緵<E482BF>㘾膄<E398BE>笔<EFBFBD><E7AC94>𣂼<EFBFBD><F0A382BC>餉<EFBFBD> `extractAutoReason`
-4. 在 `routes/index.ts` 中注册路由
+4. <EFBFBD>?`routes/index.ts` 銝剜釣<EFBFBD>諹楝<EFBFBD>?
 5. Postman瘚贝<E7989A>API

-**验收标准**：
- ✅ API返回正确统计数据
- ✅ 性能良好（<500ms）
- ✅ 符合云原生原则（后端聚合）
+**撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>**嚗?
+- <EFBFBD>?API餈𥪜<EFBFBD>甇<EFBFBD>＆蝏蠘恣<EFBFBD>唳旿
+- <EFBFBD>?<3F>扯<EFBFBD><E689AF>臬末嚗?500ms嚗?
+- <EFBFBD>?蝚血<E89D9A>鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>辷<EFBFBD><E8BEB7>𡒊垢<F0A1928A>𡁜<EFBFBD>嚗?

-**文件清单**：
+**<EFBFBD><EFBFBD>辣皜<EFBFBD><EFBFBD>**嚗?
 - `backend/src/modules/asl/controllers/screeningController.ts`
 - `backend/src/modules/asl/routes/index.ts`

 ---

-### Phase 2：前端API客户端（Day 16上午）⏱️ 30分钟
+### Phase 2嚗𡁜<EFBFBD>蝡涉PI摰Ｘ<EFBFBD>蝡荔<EFBFBD>Day 16銝𠰴<E98A9D>嚗争𪃸儭?30<33><30><EFBFBD>

-**任务**：
-1. 在 `api/index.ts` 中添加 `getProjectStatistics`
-2. 在 `types/index.ts` 中添加 `ProjectStatistics` 类型
+**隞餃𦛚**嚗?
+1. <EFBFBD>?`api/index.ts` 銝剜溶<EFBFBD>?`getProjectStatistics`
+2. <EFBFBD>?`types/index.ts` 銝剜溶<EFBFBD>?`ProjectStatistics` 蝐餃<EFBFBD>

-**验收标准**：
- ✅ API调用正常
- ✅ TypeScript类型正确
+**撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>**嚗?
+- <EFBFBD>?API靚<EFBFBD>鍂甇<EFBFBD>虜
+- <EFBFBD>?TypeScript蝐餃<EFBFBD>甇<EFBFBD>＆

-**文件清单**：
+**<EFBFBD><EFBFBD>辣皜<EFBFBD><EFBFBD>**嚗?
 - `frontend-v2/src/modules/asl/api/index.ts`
 - `frontend-v2/src/modules/asl/types/index.ts`

 ---

-### Phase 3：统计概览卡片（Day 16上午）⏱️ 1.5小时
+### Phase 3嚗𡁶<EFBFBD>霈⊥<EFBFBD>閫<EFBFBD>㨃<EFBFBD><EFBFBD><EFBFBD>Day 16銝𠰴<E98A9D>嚗争𪃸儭?1.5撠𤩺𧒄

-**任务**：
-1. 实现统计卡片组件（4个卡片）
-2. 实现"待复核"提示Alert
-3. 实现PRISMA排除统计（柱状图）
+**隞餃𦛚**嚗?
+1. 摰䂿緵蝏蠘恣<EFBFBD>∠<EFBFBD>蝏<EFBFBD>辣嚗?銝芸㨃<E88AB8><E3A883><EFBFBD>
+2. 摰䂿緵"敺<><E695BA><EFBFBD>?<3F>鞟內Alert
+3. 摰䂿緵PRISMA<EFBFBD>㘾膄蝏蠘恣嚗<EFBFBD><EFBFBD><EFBFBD>嗅㦛嚗?

-**验收标准**：
- ✅ 统计数据正确显示
- ✅ 排除原因柱状图清晰
- ✅ "待复核"提示醒目
+**撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>**嚗?
+- <EFBFBD>?蝏蠘恣<E8A098>唳旿甇<E697BF>＆<EFBFBD>曄內
+- <EFBFBD>?<3F>㘾膄<E398BE>笔<EFBFBD><E7AC94>梁𠶖<E6A281>暹<EFBFBD><E69AB9>?
+- <EFBFBD>?"敺<><E695BA><EFBFBD>?<3F>鞟內<E99E9F>垍𤌍

-**文件清单**：
+**<EFBFBD><EFBFBD>辣皜<EFBFBD><EFBFBD>**嚗?
 - `frontend-v2/src/modules/asl/pages/ScreeningResults.tsx`

 ---

-### Phase 4：结果列表Tab（Day 16下午）⏱️ 3小时
+### Phase 4嚗𡁶<EFBFBD><EFBFBD>𨅯<EFBFBD>銵汽ab嚗㇄ay 16銝见<E98A9D>嚗争𪃸儭?3撠𤩺𧒄

-**任务**：
-1. 实现Tab切换（全部/已纳入/已排除/待复核）
+**隞餃𦛚**嚗?
+1. 摰䂿緵Tab<EFBFBD><EFBFBD>揢嚗<EFBFBD><EFBFBD><EFBFBD>?撌脩熙<E884A9>?撌脫<E6928C><E884AB>?敺<><E695BA><EFBFBD>賂<EFBFBD>
 2. <20>𥕦遣<F0A595A6>閗<EFBFBD>銵冽聢嚗<E881A2>躹<EFBFBD>思<EFBFBD>摰⊥瓲撌乩<E6928C><E4B9A9>堆<EFBFBD>
-3. 实现Checkbox多选
-4. 实现详情查看Modal（复用审核工作台的Drawer）
+3. 摰䂿緵Checkbox憭𡁻<EFBFBD>?
+4. 摰䂿緵霂行<EFBFBD><EFBFBD>亦<EFBFBD>Modal嚗<EFBFBD><EFBFBD><EFBFBD>典恣<EFBFBD>詨極雿𨅯蝱<EFBFBD><EFBFBD>rawer嚗?

-**验收标准**：
- ✅ Tab切换正常
- ✅ 表格数据正确
- ✅ 可多选行
- ✅ 可查看详情
+**撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>**嚗?
+- <EFBFBD>?Tab<EFBFBD><EFBFBD>揢甇<EFBFBD>虜
+- <EFBFBD>?銵冽聢<E586BD>唳旿甇<E697BF>＆
+- <EFBFBD>?<3F>臬<EFBFBD><E887AC>㕑<EFBFBD>
+- <EFBFBD>?<3F>舀䰻<E88880>贝祕<E8B49D>?

-**文件清单**：
+**<EFBFBD><EFBFBD>辣皜<EFBFBD><EFBFBD>**嚗?
 - `frontend-v2/src/modules/asl/pages/ScreeningResults.tsx`

 ---

-### Phase 5：Excel导出（Day 17上午）⏱️ 2小时
+### Phase 5嚗鍃xcel撖澆枂嚗㇄ay 17銝𠰴<E98A9D>嚗争𪃸儭?2撠𤩺𧒄

-**任务**：
+**隞餃𦛚**嚗?
 1. <20>𥕦遣 `excelExport.ts` 撌亙<E6928C><E4BA99><EFBFBD>辣
-2. 实现前端导出逻辑（使用 `xlsx`）
-3. 添加导出按钮（导出全部/导出当前页/导出选中项）
-4. 支持过滤导出（全部/仅纳入/仅排除）
+2. 摰䂿緵<EFBFBD>滨垢撖澆枂<EFBFBD>餉<EFBFBD>嚗<EFBFBD>蝙<EFBFBD>?`xlsx`嚗?
+3. 瘛餃<EFBFBD>撖澆枂<EFBFBD>厰僼嚗<EFBFBD>紡<EFBFBD>箏<EFBFBD><EFBFBD>?撖澆枂敶枏<E695B6>憿?撖澆枂<E6BE86>劐葉憿對<E686BF>
+4. <EFBFBD>舀<EFBFBD>餈<EFBFBD>誘撖澆枂嚗<EFBFBD><EFBFBD><EFBFBD>?隞<>熙<EFBFBD>?隞<><E99A9E><EFBFBD>歹<EFBFBD>

-**验收标准**：
- ✅ 可导出Excel
- ✅ 数据完整
- ✅ 零文件落盘（云原生）
- ✅ 生成速度<3秒（<1000条）
+**撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>**嚗?
+- <EFBFBD>?<3F>臬紡<E887AC>慟xcel
+- <EFBFBD>?<3F>唳旿摰峕㟲
+- <EFBFBD>?<3F>嗆<EFBFBD>隞嗉氜<E59789>矋<EFBFBD>鈭穃<E988AD><E7A983><EFBFBD><EFBFBD>
+- <EFBFBD>?<3F><><EFBFBD><EFBFBD>笔漲<3蝘𡜐<E89D98><1000<EFBFBD>∴<EFBFBD>

-**文件清单**：
+**<EFBFBD><EFBFBD>辣皜<EFBFBD><EFBFBD>**嚗?
 - `frontend-v2/src/modules/asl/utils/excelExport.ts`
 - `frontend-v2/src/modules/asl/pages/ScreeningResults.tsx`

 ---

-### Phase 6：集成测试与优化（Day 17下午-Day 18）⏱️ 4小时
+### Phase 6嚗𡁻<EFBFBD><EFBFBD>鞉<EFBFBD>霂蓥<EFBFBD>隡睃<EFBFBD>嚗㇄ay 17銝见<EFBFBD>-Day 18嚗争𪃸儭?4撠𤩺𧒄

-**任务**：
-1. 完整流程测试（上传→筛选→复核→查看结果→导出）
+**隞餃𦛚**嚗?
+1. 摰峕㟲瘚<EFBFBD><EFBFBD>瘚贝<EFBFBD>嚗<EFBFBD><EFBFBD>隡罱<EFBFBD>蝑偦<EFBFBD>争<EFBFBD>憭齿瓲<EFBFBD>埝䰻<EFBFBD>讠<EFBFBD><EFBFBD>鎿<EFBFBD>撖澆枂嚗?
 2. 撘<>虜<EFBFBD>箸艶瘚贝<E7989A>嚗<EFBFBD><E59A97><EFBFBD>唳旿<E594B3><E697BF><EFBFBD>蝏𣈯<E89D8F>霂荔<E99C82>
 3. UI/UX隡睃<E99AA1>嚗<EFBFBD><E59A97>頧賜𠶖<E8B39C><F0A0B696><EFBFBD><EFBFBD><EFBFBD>霂舀<E99C82>蝷綽<E89DB7>
-4. 性能测试（统计API、Excel导出）
-5. 云原生规范检查
+4. <EFBFBD>扯<EFBFBD>瘚贝<EFBFBD>嚗<EFBFBD><EFBFBD>霈，PI<EFBFBD><EFBFBD>xcel撖澆枂嚗?
+5. 鈭穃<EFBFBD><EFBFBD>蠘<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

-**验收标准**：
- ✅ 流程完整无阻塞
- ✅ 异常处理完善
- ✅ 性能达标
- ✅ 符合云原生规范
+**撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>**嚗?
+- <EFBFBD>?瘚<><E7989A>摰峕㟲<E5B395>𣳇獈憛?
+- <EFBFBD>?撘<>虜憭<E8999C><E686AD>摰<EFBFBD><E691B0>
+- <EFBFBD>?<3F>扯<EFBFBD>颲暹<E9A2B2>
+- <EFBFBD>?蝚血<E89D9A>鈭穃<E988AD><E7A983>蠘<EFBFBD><E8A098>?

 ---

-## ✅ 七、验收标准
+## <EFBFBD>?銝<><E98A9D><EFBFBD><EFBFBD><EFBFBD>嗆<EFBFBD><E59786>?

 ### 7.1 <20>蠘<EFBFBD>撉峕𤣰

- [✅] 统计概览卡片正确显示（总数、纳入、排除、待复核）
- [✅] 排除原因统计准确（柱状图）
- [✅] 待复核提示醒目
- [✅] Tab切换正常（全部/已纳入/已排除/待复核）
+- [<EFBFBD><EFBFBD> 蝏蠘恣璁<E681A3><E79281><EFBFBD>∠<EFBFBD>甇<EFBFBD>＆<EFBFBD>曄內嚗<E585A7><E59A97>餅㺭<E9A485><E3BAAD>熙<EFBFBD>乓<EFBFBD><E4B993><EFBFBD><EFBFBD>扎<EFBFBD><E6898E><EFBFBD>憭齿瓲嚗?
+- [<EFBFBD><EFBFBD> <20>㘾膄<E398BE>笔<EFBFBD>蝏蠘恣<E8A098><E681A3>＆嚗<EFBC86><E59A97><EFBFBD>嗅㦛嚗?
+- [<EFBFBD><EFBFBD> 敺<><E695BA><EFBFBD>豢<EFBFBD>蝷粹<E89DB7><E7B2B9>?
+- [<EFBFBD><EFBFBD> Tab<EFBFBD><EFBFBD>揢甇<EFBFBD>虜嚗<EFBFBD><EFBFBD><EFBFBD>?撌脩熙<E884A9>?撌脫<E6928C><E884AB>?敺<><E695BA><EFBFBD>賂<EFBFBD>
 - [<5B><> 銵冽聢<E586BD>唳旿甇<E697BF>＆嚗<EFBC86><E59A97>銵諹”<E8ABB9>潘<EFBFBD>
- [✅] Checkbox多选正常
- [✅] 可查看详情
- [✅] 可导出Excel（全部/选中）
+- [<EFBFBD><EFBFBD> Checkbox憭𡁻<EFBFBD>㗇迤撣?
+- [<EFBFBD><EFBFBD> <20>舀䰻<E88880>贝祕<E8B49D>?
+- [<EFBFBD><EFBFBD> <20>臬紡<E887AC>慟xcel嚗<6C><E59A97><EFBFBD>?<3F>劐葉嚗?
 - [<5B><> Excel<65>唳旿摰峕㟲

 ### 7.2 <20>扯<EFBFBD>撉峕𤣰

 - [<5B><> 蝏蠘恣API<50>滚<EFBFBD><E6BB9A>園𡢿 <500ms
- [✅] Excel导出（<1000条）<3秒
+- [<EFBFBD><EFBFBD> Excel撖澆枂嚗?1000<30>∴<EFBFBD><3蝘?
 - [<5B><> 銵冽聢<E586BD><E881A2>△<EFBFBD>㰘蝸甇<E89DB8>虜

-### 7.3 云原生验收
+### 7.3 鈭穃<EFBFBD><EFBFBD>罸<EFBFBD><EFBFBD>?

-基于[云原生开发规范检查清单](../../../04-开发规范/08-云原生开发规范.md)：
+<EFBFBD>箔<EFBFBD>[鈭穃<EFBFBD><EFBFBD>笔<EFBFBD><EFBFBD>𤏸<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>交<EFBFBD><EFBFBD>騟(../../../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md)嚗?

-**后端API**：
- [✅] 使用全局 `prisma` 实例（不new PrismaClient）
+**<EFBFBD>𡒊垢API**嚗?
+- [<5B><> 雿輻鍂<E8BCBB>典<EFBFBD> `prisma` 摰硺<E691B0>嚗<EFBFBD><E59A97>new PrismaClient嚗?
 - [<5B><> 蝏蠘恣雿輻鍂Prisma<6D>𡁜<EFBFBD><F0A1819C>亥砭嚗<E7A0AD><E59A97><EFBFBD>亙<EFBFBD><E4BA99>𤩺㺭<F0A4A9BA>殷<EFBFBD>
- [✅] 无本地文件存储（无fs.writeFile）
- [✅] 使用 `logger` 记录日志（不用console.log）
+- [<5B><> <20>䭾𧋦<E4ADBE>唳<EFBFBD>隞嗅<E99A9E><E59785>剁<EFBFBD><E58981>霡s.writeFile嚗?
+- [<5B><> 雿輻鍂 `logger` 霈啣<E99C88><E595A3>亙<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>牢onsole.log嚗?
 - [<5B><> 蝏煺<E89D8F><E785BA>躰秤憭<E7A7A4><E686AD>

-**前端实现**：
- [✅] Excel前端生成（零文件落盘）
- [✅] 使用 `xlsx` 库（成熟稳定）
- [✅] 友好的用户提示
+**<EFBFBD>滨垢摰䂿緵**嚗?
+- [<5B><> Excel<65>滨垢<E6BBA8><E59EA2><EFBFBD>嚗<EFBFBD>妟<EFBFBD><E5A69F>辣<EFBFBD>賜<EFBFBD>嚗?
+- [<5B><> 雿輻鍂 `xlsx` 摨橒<E691A8><E6A992>鞟<EFBFBD>蝔喳<E89D94>嚗?
+- [<5B><> <20>见末<E8A781><E69CAB>鍂<EFBFBD>瑟<EFBFBD>蝷?

 ---

-## 📊 八、时间估算
+## <EFBFBD><EFBFBD> <20>怒<EFBFBD><E68092>𧒄<EFBFBD>港摯蝞?

-| 阶段 | 任务 | 预计耗时 | 负责人 |
+| <EFBFBD>嗆挾 | 隞餃𦛚 | 憸<>恣<EFBFBD>埈𧒄 | 韐蠘提鈭?|
 |------|------|---------|--------|
-| Phase 1 | 后端统计API | 2小时 | 后端开发 |
-| Phase 2 | 前端API客户端 | 0.5小时 | 前端开发 |
-| Phase 3 | 统计概览 | 1.5小时 | 前端开发 |
-| Phase 4 | 结果列表Tab | 3小时 | 前端开发 |
-| Phase 5 | Excel导出 | 2小时 | 前端开发 |
-| Phase 6 | 集成测试 | 4小时 | 全栈开发 |
-| **总计** | | **13小时** | **约2天** |
+| Phase 1 | <EFBFBD>𡒊垢蝏蠘恣API | 2撠𤩺𧒄 | <20>𡒊垢撘<E59EA2><E69298>?|
+| Phase 2 | <EFBFBD>滨垢API摰Ｘ<EFBFBD>蝡?| 0.5撠𤩺𧒄 | <20>滨垢撘<E59EA2><E69298>?|
+| Phase 3 | 蝏蠘恣璁<EFBFBD><EFBFBD> | 1.5撠𤩺𧒄 | <20>滨垢撘<E59EA2><E69298>?|
+| Phase 4 | 蝏𤘪<EFBFBD><EFBFBD>𡑒”Tab | 3撠𤩺𧒄 | <20>滨垢撘<E59EA2><E69298>?|
+| Phase 5 | Excel撖澆枂 | 2撠𤩺𧒄 | <20>滨垢撘<E59EA2><E69298>?|
+| Phase 6 | <EFBFBD><EFBFBD><EFBFBD>瘚贝<EFBFBD> | 4撠𤩺𧒄 | <20>冽<EFBFBD>撘<EFBFBD><E69298>?|
+| **<EFBFBD>餉恣** | | **13撠𤩺𧒄** | **蝥?憭?* |

 ---

-## 🔗 九、相关文档
+## <EFBFBD><EFBFBD> 銋腈<E98A8B><E88588>㮾<EFBFBD>單<EFBFBD>獢?

- [云原生开发规范](../../../04-开发规范/08-云原生开发规范.md) - 必读
+- [鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>(../../../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md) - 敹<EFBFBD>粉
 - [隞餃𦛚<E9A483><F0A69B9A>圾](./03-隞餃𦛚<E9A483><F0A69B9A>圾.md) - Week 4隞餃𦛚皜<F0A69B9A><E79A9C>
- [模块当前状态](../00-模块当前状态与开发指南.md) - 模块真实状态
+- [璅∪<EFBFBD>敶枏<EFBFBD><EFBFBD>嗆<EFBFBD><EFBFBD>(../00-璅∪<E79285>敶枏<E695B6><E69E8F>嗆<EFBFBD><E59786><EFBFBD>撘<EFBFBD><E69298>烐<EFBFBD><E78390>?md) - 璅∪<EFBFBD><EFBFBD>笔<EFBFBD><EFBFBD>嗆<EFBFBD>?
 - [<EFBFBD><EFBFBD><EFBFBD>臬<EFBFBD>箏𦛚皜<EFBFBD><EFBFBD>](../06-<2D><><EFBFBD>臬<EFBFBD>箏𦛚/<2F><><EFBFBD>臬<EFBFBD>箏𦛚皜<F0A69B9A><E79A9C>.md) - Excel<65>𡒊垢撖澆枂<E6BE86>寞<EFBFBD>
- [数据库设计](../02-技术设计/01-数据库设计.md) - 数据表结构
- [API设计规范](../02-技术设计/02-API设计规范.md) - API规范
+- [<EFBFBD>唳旿摨栞挽霈（(../02-<2D><><EFBFBD>航挽霈?01-<2D>唳旿摨栞挽霈?md) - <EFBFBD>唳旿銵函<EFBFBD><EFBFBD>?
+- [API霈曇恣閫<EFBFBD><EFBFBD>](../02-<EFBFBD><EFBFBD><EFBFBD>航挽霈?02-API霈曇恣閫<E681A3><E996AB>.md) - API閫<EFBFBD><EFBFBD>

 ---

@@ -798,45 +798,45 @@ export default ScreeningResults;

 ### <20>箏𦛚1嚗鍃xcel<65>𡒊垢撖澆枂隡睃<E99AA1>

-**触发条件**：
- 单次导出数据量 >5000条
- 需要复杂Excel格式（多Sheet、图表等）
+**閫血<EFBFBD><EFBFBD>∩辣**嚗?
+- <EFBFBD>閙活撖澆枂<EFBFBD>唳旿<EFBFBD>?>5000<EFBFBD>?
+- <EFBFBD><EFBFBD>閬<EFBFBD><EFBFBD><EFBFBD><EFBFBD>xcel<EFBFBD>澆<EFBFBD>嚗<EFBFBD><EFBFBD>Sheet<EFBFBD><EFBFBD>㦛銵函<EFBFBD>嚗?
 - <20>冽<EFBFBD><E586BD>漤<EFBFBD><E6BCA4>滨垢撖澆枂<E6BE86>⊿▼

-**解决方案**：
- 后端生成Excel（使用 `ExcelJS`）
- 上传到OSS（使用 `storage.upload()`）
+**閫<EFBFBD><EFBFBD><EFBFBD>寞<EFBFBD>**嚗?
+- <EFBFBD>𡒊垢<EFBFBD><EFBFBD><EFBFBD>Excel嚗<EFBFBD>蝙<EFBFBD>?`ExcelJS`嚗?
+- 銝𠹺<EFBFBD><EFBFBD>記SS嚗<EFBFBD>蝙<EFBFBD>?`storage.upload()`嚗?
 - 餈𥪜<E9A488>銝贝蝸URL

-**记录位置**：[技术债务清单 - 优先级4](../06-技术债务/技术债务清单.md)
+**霈啣<EFBFBD>雿滨蔭**嚗靀<E59A97><E99D80><EFBFBD>臬<EFBFBD>箏𦛚皜<F0A69B9A><E79A9C> - 隡睃<E99AA1>蝥?](../06-<EFBFBD><EFBFBD><EFBFBD>臬<EFBFBD>箏𦛚/<2F><><EFBFBD>臬<EFBFBD>箏𦛚皜<F0A69B9A><E79A9C>.md)

-**预计耗时**：1-2天
+**憸<EFBFBD>恣<EFBFBD>埈𧒄**嚗?-2憭?

 ---

-## 💡 十一、开发建议
+## <EFBFBD>働 <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>穃遣霈?

-### 对开发人员
+### 撖孵<EFBFBD><EFBFBD>睲犖<EFBFBD>?

-1. **先阅读云原生规范**：[云原生开发规范](../../../04-开发规范/08-云原生开发规范.md)
+1. **<EFBFBD><EFBFBD><EFBFBD>霂颱<EFBFBD><EFBFBD>毺<EFBFBD>閫<EFBFBD><EFBFBD>**嚗靀鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>(../../../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md)
 2. **憭滨鍂撟喳蝱<E596B3>賢<EFBFBD>**嚗帋蝙<E5B88B>典<EFBFBD>撅<EFBFBD>`prisma`<EFBFBD><EFBFBD>logger`
 3. **<EFBFBD>踹<EFBFBD><EFBFBD><EFBFBD>辣<EFBFBD>賜<EFBFBD>**嚗鍃xcel<65>滨垢<E6BBA8><E59EA2><EFBFBD>
-4. **后端聚合计算**：统计数据后端完成
+4. **<EFBFBD>𡒊垢<EFBFBD>𡁜<EFBFBD>霈∠<EFBFBD>**嚗𡁶<E59A97>霈⊥㺭<E28AA5>桀<EFBFBD>蝡臬<E89DA1><E887AC>?
 5. **<EFBFBD>扯<EFBFBD>隡睃<EFBFBD>**嚗䥪risma<6D>𡁜<EFBFBD><F0A1819C>亥砭雿輻鍂撟嗉<E6929F>

 ### 撖農I<E8BEB2>拇<EFBFBD>

-1. **优先云原生**：所有设计优先考虑云原生架构
-2. **参考现有代码**：复用审核工作台的组件
-3. **注意区别**：初筛结果是单行表格，审核工作台是双行表格
-4. **测试充分**：完整流程测试
+1. **隡睃<EFBFBD>鈭穃<EFBFBD><EFBFBD>?*嚗𡁏<E59A97><F0A1818F>㕑挽霈∩<E99C88><E288A9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>鈭穃<E988AD><E7A983><EFBFBD>沲<EFBFBD>?
+2. **<EFBFBD><EFBFBD><EFBFBD><EFBFBD>緵<EFBFBD>劐誨<EFBFBD>?*嚗𡁜<E59A97><F0A1819C>典恣<E585B8>詨極雿𨅯蝱<F0A885AF><E89DB1><EFBFBD>隞?
+3. **瘜冽<EFBFBD><EFBFBD>箏<EFBFBD>**嚗𡁜<E59A97>蝑𤤿<E89D91><F0A4A4BF>𨀣糓<F0A880A3>閗<EFBFBD>銵冽聢嚗<E881A2>恣<EFBFBD>詨極雿𨅯蝱<F0A885AF>臬<EFBFBD>銵諹”<E8ABB9>?
+4. **瘚贝<EFBFBD><EFBFBD><EFBFBD><EFBFBD>**嚗𡁜<E59A97><F0A1819C>湔<EFBFBD>蝔𧢲<E89D94>霂?

 ---

-**文档维护者**：AI智能文献开发团队  
-**最后更新**：2025-11-21  
-**文档状态**：✅ 已确认，可开始开发  
-**开始时间**：待定
+**<EFBFBD><EFBFBD>﹝蝏湔擪<EFBFBD>?*嚗鋫I<E98BAB>箄<EFBFBD><E7AE84><EFBFBD>讃撘<E8AE83><E69298>穃𣪧<E7A983>? 
+**<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>?*嚗?025-11-21  
+**<EFBFBD><EFBFBD>﹝<EFBFBD>嗆<EFBFBD>?*嚗尠<E59A97> 撌脩＆霈歹<E99C88><E6ADB9>臬<EFBFBD>憪见<E686AA><E8A781>? 
+**撘<EFBFBD>憪𧢲𧒄<EFBFBD>?*嚗𡁜<E59A97>摰?