Files
AIclinicalresearch/backend/scripts/test-results/test-results-2025-11-18T07-52-19-258Z.json
HaHafeng 3634933ece refactor(asl): ASL frontend architecture refactoring with left navigation
- feat: Create ASLLayout component with 7-module left navigation
- feat: Implement Title Screening Settings page with optimized PICOS layout
- feat: Add placeholder pages for Workbench and Results
- fix: Fix nested routing structure for React Router v6
- fix: Resolve Spin component warning in MainLayout
- fix: Add QueryClientProvider to App.tsx
- style: Optimize PICOS form layout (P+I left, C+O+S right)
- style: Align Inclusion/Exclusion criteria side-by-side
- docs: Add architecture refactoring and routing fix reports

Ref: Week 2 Frontend Development
Scope: ASL module MVP - Title Abstract Screening
2025-11-18 21:51:51 +08:00

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{
"metrics": {
"totalTests": 10,
"correctDecisions": 6,
"accuracy": 0.6,
"consistencyRate": 0.7,
"jsonValidRate": 1,
"avgConfidence": 0.9475,
"needReviewRate": 0.3,
"confusionMatrix": {
"truePositive": 2,
"falsePositive": 0,
"trueNegative": 4,
"falseNegative": 1,
"uncertain": 0
}
},
"results": [
{
"literatureId": "test-001",
"title": "Efficacy and Safety of Empagliflozin in Patients with Type 2 Diabetes: A Randomized, Double-Blind, Placebo-Controlled Trial",
"expectedDecision": "include",
"actualDecision": "exclude",
"isCorrect": false,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.925,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "we randomly assigned 800 adults with type 2 diabetes",
"I": "Efficacy and Safety of Empagliflozin in Patients with Type 2 Diabetes",
"C": "placebo-controlled trial",
"S": "randomized, double-blind, placebo-controlled trial"
},
"conclusion": "exclude",
"confidence": 0.9,
"reason": "虽然该文献在PICO标准上完全匹配研究人群为2型糖尿病成人患者干预措施为SGLT2抑制剂empagliflozin对照为安慰剂研究设计为RCT且满足纳入标准中的年龄、研究设计、干预措施、发表语言和时间要求但文献明确显示其主要终点为血糖控制指标HbA1c变化而非方案要求的心血管结局主要不良心血管事件、心衰住院、心血管死亡。摘要中仅提及次要终点包括体重、血压和不良事件未报告任何心血管结局数据因此不符合纳入标准第4条'报告心血管结局数据'的要求,应予排除。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "patients with type 2 diabetes and inadequate glycemic control (HbA1c 7.0-10.0%)",
"I": "to receive empagliflozin 10 mg, empagliflozin 25 mg, or placebo once daily",
"C": "placebo once daily",
"S": "randomized, double-blind, placebo-controlled trial"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "尽管该研究符合PICO中的P、I、C和S标准且为RCT设计但其主要结局为HbA1c变化、体重和血压等代谢指标并未报告任何心血管结局如MACE、心衰住院或心血管死亡。根据纳入标准第4条必须报告心血管结局数据方可纳入而摘要中无相关信息支持此关键结局因此排除。"
},
"processingTime": 12188
},
{
"literatureId": "test-002",
"title": "Cardiovascular Outcomes with Ertugliflozin in Type 2 Diabetes",
"expectedDecision": "include",
"actualDecision": "include",
"isCorrect": true,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "8246 patients with type 2 diabetes mellitus and established atherosclerotic cardiovascular disease",
"I": "ertugliflozin, a sodium-glucose cotransporter 2 (SGLT2) inhibitor",
"C": "ertugliflozin (5 mg or 15 mg) or placebo, in addition to standard care",
"S": "We randomly assigned 8246 patients"
},
"conclusion": "include",
"confidence": 0.95,
"reason": "该文献完全符合纳入标准研究对象为2型糖尿病成人患者且合并动脉粥样硬化性心血管疾病干预措施为SGLT2抑制剂ertugliflozin对照为安慰剂加标准治疗研究设计为随机对照试验报告了主要不良心血管事件和心衰住院等心血管结局发表于2010年后且为英文文献。同时未触发任何排除标准研究设计严谨证据充分应纳入系统综述。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "patients with type 2 diabetes mellitus and established atherosclerotic cardiovascular disease",
"I": "receive ertugliflozin (5 mg or 15 mg)",
"C": "placebo, in addition to standard care",
"S": "We randomly assigned 8246 patients... to receive ertugliflozin... or placebo"
},
"conclusion": "include",
"confidence": 0.95,
"reason": "该研究纳入2型糖尿病成人患者使用SGLT2抑制剂ertugliflozin作为干预对照为安慰剂加标准治疗报告了主要不良心血管事件等结局且为随机对照试验设计。完全符合PICO标准和纳入标准。未触发任何排除标准信息充分设计严谨故决定纳入。"
},
"processingTime": 11237
},
{
"literatureId": "test-003",
"title": "Systematic Review and Meta-Analysis of SGLT2 Inhibitors in Type 2 Diabetes: A Comprehensive Assessment",
"expectedDecision": "exclude",
"actualDecision": "exclude",
"isCorrect": true,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "partial",
"S": "mismatch"
},
"evidence": {
"P": "in adults with type 2 diabetes",
"I": "SGLT2 inhibitors",
"C": "comparing SGLT2 inhibitors with placebo or active comparators",
"S": "Systematic Review and Meta-Analysis"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献明确为系统评价和Meta分析研究设计为二次研究而非原始随机对照试验直接触发排除标准第1条排除综述、系统评价、Meta分析。虽然P2型糖尿病成人患者和ISGLT2抑制剂完全匹配C安慰剂或常规降糖疗法部分匹配提及与安慰剂或活性对照比较但研究设计不匹配且触发排除标准因此必须排除。该文献发表于2010年后且为英文但研究设计类型不符合纳入要求。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "partial",
"S": "mismatch"
},
"evidence": {
"P": "We included randomized controlled trials comparing SGLT2 inhibitors with placebo or active comparators in adults with type 2 diabetes.",
"I": "We included randomized controlled trials comparing SGLT2 inhibitors with placebo or active comparators in adults with type 2 diabetes.",
"C": "comparing SGLT2 inhibitors with placebo or active comparators",
"S": "We included randomized controlled trials comparing SGLT2 inhibitors with placebo or active comparators in adults with type 2 diabetes."
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献为系统综述和Meta分析尽管其纳入的研究符合PICO中的P、I和部分C标准且研究人群为成人2型糖尿病患者干预措施为SGLT2抑制剂对照包括安慰剂或常规疗法结局包含心血管事件但本文本身并非原始RCT研究而是对RCT的汇总分析因此研究设计不符合方案要求的原始随机对照试验(S)触发排除标准中系统评价、Meta分析的排除条件故应排除。"
},
"processingTime": 15737
},
{
"literatureId": "test-004",
"title": "Dapagliflozin Improves Cardiac Function in Diabetic Rats: An Experimental Study",
"expectedDecision": "exclude",
"actualDecision": "exclude",
"isCorrect": true,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "mismatch",
"I": "match",
"C": "partial",
"S": "mismatch"
},
"evidence": {
"P": "Diabetes was induced in male Sprague-Dawley rats by streptozotocin injection",
"I": "Rats were randomly assigned to receive dapagliflozin (1 mg/kg/day)",
"C": "vehicle for 8 weeks",
"S": "diabetic rats"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献明确不符合纳入标准,主要问题在于:(1)研究对象为糖尿病大鼠而非人类2型糖尿病患者违反了PICO中P标准(2)研究设计为动物实验而非随机对照试验违反了S标准(3)对照为vehicle而非安慰剂或常规降糖疗法仅部分匹配C标准。虽然干预措施为SGLT2抑制剂dapagliflozin匹配I标准但由于研究对象为动物且研究设计不符合RCT要求触发了排除标准中的'动物实验或体外实验'条款,因此必须排除。该文献为明确的动物实验研究,证据充分,排除决策高度可靠。"
},
"qwenResult": {
"judgment": {
"P": "mismatch",
"I": "match",
"C": "partial",
"S": "mismatch"
},
"evidence": {
"P": "Diabetes was induced in male Sprague-Dawley rats by streptozotocin injection.",
"I": "Rats were randomly assigned to receive dapagliflozin (1 mg/kg/day) or vehicle for 8 weeks.",
"C": "Rats were randomly assigned to receive dapagliflozin (1 mg/kg/day) or vehicle for 8 weeks.",
"S": "Rats were randomly assigned to receive dapagliflozin (1 mg/kg/day) or vehicle for 8 weeks."
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该研究在糖尿病大鼠模型中进行研究人群为动物而非2型糖尿病成人患者不符合P标准。尽管干预措施为dapagliflozin且采用随机分组但属于动物实验研究设计不符合RCT的人群范畴。根据排除标准第3条动物实验应被排除。虽然方法提及随机分配但整体研究不适用于人类患者无法提供关于心血管结局的临床证据因此最终决定排除。"
},
"processingTime": 12670
},
{
"literatureId": "test-005",
"title": "Canagliflozin and Renal Outcomes in Type 2 Diabetes and Nephropathy",
"expectedDecision": "include",
"actualDecision": "include",
"isCorrect": true,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "we randomly assigned 4401 participants with type 2 diabetes and albuminuric chronic kidney disease",
"I": "to receive canagliflozin at a dose of 100 mg daily",
"C": "or placebo",
"S": "In this double-blind trial, we randomly assigned 4401 participants"
},
"conclusion": "include",
"confidence": 0.95,
"reason": "该文献完全符合纳入标准研究人群为2型糖尿病成人患者P匹配干预措施为SGLT2抑制剂canagliflozinI匹配对照为安慰剂C匹配研究设计为随机双盲对照试验S匹配。文献发表于2010年后且为英文报告了心血管结局数据摘要中明确提到'cardiovascular events'。该研究未触发任何排除标准是一项高质量的心血管结局RCT研究应纳入系统综述。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "participants with type 2 diabetes and albuminuric chronic kidney disease",
"I": "canagliflozin at a dose of 100 mg daily",
"C": "placebo",
"S": "In this double-blind trial, we randomly assigned 4401 participants...to receive canagliflozin...or placebo"
},
"conclusion": "include",
"confidence": 0.95,
"reason": "该研究为RCT纳入成人2型糖尿病患者干预措施为SGLT2抑制剂canagliflozin对照为安慰剂报告了心血管事件作为复合终点的一部分。完全符合PICO标准和纳入标准。尽管主要结局是肾脏相关复合终点但明确提及death from renal or cardiovascular causes说明心血管结局数据被报告满足方案要求。无排除标准触发项。"
},
"processingTime": 11345
},
{
"literatureId": "test-006",
"title": "Real-World Experience with SGLT2 Inhibitors: A Retrospective Cohort Study",
"expectedDecision": "exclude",
"actualDecision": "exclude",
"isCorrect": true,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "mismatch",
"S": "mismatch"
},
"evidence": {
"P": "\"12,543 adults with type 2 diabetes\"",
"I": "\"patients with type 2 diabetes who initiated SGLT2 inhibitor therapy\"",
"C": "摘要中未提及安慰剂或常规降糖疗法作为对照",
"S": "\"We conducted a retrospective cohort study\""
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献明确触发排除标准,应予以排除。具体原因:(1)研究设计为回顾性队列研究明确不符合PICO标准中要求的随机对照试验(RCT)且触发排除标准第7条(观察性研究)(2)研究人群和干预措施符合PICO标准但缺乏明确的对照组设置未提及安慰剂或常规降糖疗法(3)研究结局指标为HbA1c、体重、血压变化及安全性事件而非方案要求的心血管结局(主要不良心血管事件、心衰住院、心血管死亡)。这是一项真实世界研究,而非随机对照试验,因此不符合纳入条件。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "mismatch",
"S": "mismatch"
},
"evidence": {
"P": "We identified 12,543 adults with type 2 diabetes who initiated SGLT2 inhibitor therapy between 2014 and 2020.",
"I": "We identified 12,543 adults with type 2 diabetes who initiated SGLT2 inhibitor therapy between 2014 and 2020.",
"C": "Methods: We conducted a retrospective cohort study using electronic health records from a large healthcare system.",
"S": "Methods: We conducted a retrospective cohort study using electronic health records from a large healthcare system."
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该研究为回顾性队列研究不符合方案要求的随机对照试验RCT设计因此S维度不匹配。尽管研究人群P为成人2型糖尿病患者且干预措施I为SGLT2抑制剂符合纳入标准但对照C未明确使用安慰剂或常规降糖疗法且研究设计属于观察性研究触发排除标准第7条。因此尽管报告了相关结局仍应排除。"
},
"processingTime": 12213
},
{
"literatureId": "test-007",
"title": "Pharmacokinetics and Pharmacodynamics of Empagliflozin in Healthy Volunteers",
"expectedDecision": "exclude",
"actualDecision": "pending",
"isCorrect": false,
"hasConsensus": false,
"needReview": true,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "mismatch",
"I": "partial",
"C": "match",
"S": "partial"
},
"evidence": {
"P": "In this Phase 1 study, we evaluated the pharmacokinetics and pharmacodynamics of empagliflozin in 48 healthy male volunteers",
"I": "Participants received single oral doses of empagliflozin (1, 5, 10, 25, 50, or 100 mg) in a randomized, placebo-controlled, double-blind manner",
"C": "in a randomized, placebo-controlled, double-blind manner",
"S": "In this Phase 1 study...in a randomized, placebo-controlled, double-blind manner"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献明确不符合纳入标准,主要问题在于:(1)研究人群为健康志愿者而非2型糖尿病患者与PICO标准中的P维度完全不匹配(2)虽然干预措施使用了SGLT2抑制剂empagliflozin但这是一项药代动力学研究而非疗效研究且为单次给药(3)研究设计为I期临床试验主要关注药代动力学参数而非心血管结局(4)触发了排除标准中的'健康志愿者研究'和'未报告心血管结局数据'。因此,该文献应被排除。"
},
"qwenResult": {
"judgment": {
"P": "mismatch",
"I": "match",
"C": "match",
"S": "partial"
},
"evidence": {
"P": "In this Phase 1 study, we evaluated the pharmacokinetics and pharmacodynamics of empagliflozin in 48 healthy male volunteers.",
"I": "Participants received single oral doses of empagliflozin (1, 5, 10, 25, 50, or 100 mg) in a randomized, placebo-controlled, double-blind manner.",
"C": "Participants received single oral doses of empagliflozin (1, 5, 10, 25, 50, or 100 mg) in a randomized, placebo-controlled, double-blind manner.",
"S": "In this Phase 1 study, we evaluated the pharmacokinetics and pharmacodynamics of empagliflozin in 48 healthy male volunteers."
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该研究纳入的是健康志愿者不符合P2型糖尿病成人患者的标准明确触发排除标准中的健康志愿者研究。尽管干预措施为SGLT2抑制剂且采用RCT设计对照为安慰剂但研究人群不匹配是关键缺陷。此外该研究为Phase 1药代动力学试验主要目的并非评估心血管结局也未报告相关数据因此不满足O和S的完整要求。综合判断应排除。"
},
"processingTime": 13333
},
{
"literatureId": "test-008",
"title": "Comparative Effectiveness of SGLT2 Inhibitors versus DPP-4 Inhibitors in Elderly Patients with Type 2 Diabetes",
"expectedDecision": "exclude",
"actualDecision": "pending",
"isCorrect": false,
"hasConsensus": false,
"needReview": true,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "partial",
"S": "mismatch"
},
"evidence": {
"P": "Medicare beneficiaries aged ≥65 years with type 2 diabetes",
"I": "patients initiating SGLT2 inhibitors",
"C": "compared with those initiating DPP-4 inhibitors",
"S": "We conducted a nationwide cohort study"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献明确触发排除标准,应予以排除。虽然研究人群(P)为2型糖尿病成人患者干预措施(I)为SGLT2抑制剂均符合纳入标准对照(C)为DPP-4抑制剂而非安慰剂或常规降糖疗法属于部分匹配但最关键的是研究设计(S)为队列研究而非随机对照试验明确不符合PICO标准中的RCT要求且触发排除标准第7条'观察性研究(队列、病例对照)'。该研究使用医疗保险索赔数据进行回顾性队列分析,缺乏随机化设计,因此不符合系统综述的纳入条件。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "mismatch",
"S": "mismatch"
},
"evidence": {
"P": "We conducted a nationwide cohort study using claims data from Medicare beneficiaries aged ≥65 years with type 2 diabetes.",
"I": "We compared patients initiating SGLT2 inhibitors (n=42,371) with those initiating DPP-4 inhibitors (n=126,806) between 2013 and 2017.",
"C": "those initiating DPP-4 inhibitors (n=126,806)",
"S": "We conducted a nationwide cohort study using claims data from Medicare beneficiaries"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该研究为队列研究不符合方案要求的随机对照试验RCT设计故S维度不匹配。尽管研究人群为2型糖尿病成人患者P匹配干预措施为SGLT2抑制剂I匹配但对照为DPP-4抑制剂而非安慰剂或常规降糖疗法C不匹配。此外研究设计属于观察性研究明确触发排除标准第7条。因此尽管报告了心血管结局仍应排除。"
},
"processingTime": 12025
},
{
"literatureId": "test-009",
"title": "Severe Diabetic Ketoacidosis Associated with SGLT2 Inhibitor Use: A Case Report",
"expectedDecision": "exclude",
"actualDecision": "exclude",
"isCorrect": true,
"hasConsensus": true,
"needReview": false,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "mismatch",
"S": "mismatch"
},
"evidence": {
"P": "\"A 52-year-old man with type 2 diabetes\"",
"I": "\"patient treated with dapagliflozin\"",
"C": "摘要中未提及安慰剂或常规降糖疗法对照",
"S": "\"Severe Diabetic Ketoacidosis Associated with SGLT2 Inhibitor Use: A Case Report\",摘要中明确描述为病例报告"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献明确触发排除标准,应予以排除。理由如下:(1)研究设计为病例报告标题和摘要中明确标注属于排除标准第2项(2)虽然研究人群2型糖尿病患者和干预措施SGLT2抑制剂符合PICO标准但缺乏对照组且未报告心血管结局数据(3)病例报告主要关注SGLT2抑制剂相关的酮症酸中毒不良事件而非心血管结局与研究方案的核心结局指标不符。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "mismatch",
"S": "mismatch"
},
"evidence": {
"P": "A 52-year-old man with type 2 diabetes on dapagliflozin 10 mg daily presented to the emergency department with nausea, vomiting, and abdominal pain.",
"I": "A 52-year-old man with type 2 diabetes on dapagliflozin 10 mg daily presented to the emergency department with nausea, vomiting, and abdominal pain.",
"C": "There is no mention of a control group or comparison with placebo or conventional therapy.",
"S": "This is a case report, as indicated by the title: 'Severe Diabetic Ketoacidosis Associated with SGLT2 Inhibitor Use: A Case Report'."
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献为病例报告研究设计不符合方案要求的随机对照试验RCT且未设置对照组无法满足C和S维度的要求。虽然研究对象为2型糖尿病成人患者并使用SGLT2抑制剂符合P和I标准但因研究设计属于排除标准第2条明确列出的病例报告故应排除。本研究旨在描述单一不良事件不提供关于心血管结局的群体层面证据。"
},
"processingTime": 11897
},
{
"literatureId": "test-010",
"title": "Effect of Sotagliflozin on Cardiovascular and Renal Events in Patients with Type 2 Diabetes and Moderate Renal Impairment",
"expectedDecision": "uncertain",
"actualDecision": "pending",
"isCorrect": false,
"hasConsensus": false,
"needReview": true,
"avgConfidence": 0.95,
"deepseekResult": {
"judgment": {
"P": "match",
"I": "mismatch",
"C": "match",
"S": "match"
},
"evidence": {
"P": "we enrolled 10,584 patients with type 2 diabetes",
"I": "sotagliflozin, a dual SGLT1 and SGLT2 inhibitor",
"C": "randomly assigned to receive sotagliflozin 200 mg or placebo",
"S": "In this randomized, double-blind, placebo-controlled trial"
},
"conclusion": "exclude",
"confidence": 0.95,
"reason": "该文献虽然符合研究人群2型糖尿病患者、对照安慰剂和研究设计随机对照试验标准但干预措施不符合要求。文献研究的是sotagliflozin这是一种双重SGLT1和SGLT2抑制剂而非方案要求的纯SGLT2抑制剂如empagliflozin、dapagliflozin、canagliflozin等。由于干预措施类型不匹配且该药物作用机制与纯SGLT2抑制剂存在差异因此决定排除。文献发表于2010年后报告了心血管结局数据但干预措施的不匹配是排除的主要原因。"
},
"qwenResult": {
"judgment": {
"P": "match",
"I": "match",
"C": "match",
"S": "match"
},
"evidence": {
"P": "patients with type 2 diabetes, cardiovascular disease, and an estimated glomerular filtration rate of 25 to 60 ml per minute per 1.73 m²",
"I": "sotagliflozin, a dual SGLT1 and SGLT2 inhibitor",
"C": "randomly assigned to receive sotagliflozin 200 mg or placebo once daily",
"S": "randomized, double-blind, placebo-controlled trial"
},
"conclusion": "include",
"confidence": 0.95,
"reason": "该研究纳入成人2型糖尿病患者符合P标准干预措施为SGLT2抑制剂sotagliflozin尽管其同时抑制SGLT1但明确包含SGLT2抑制作用符合I标准对照为安慰剂符合C标准研究设计为RCT符合S标准。研究报告了心血管死亡、心衰住院等主要心血管结局满足结局指标要求。所有纳入标准均满足且未触发任何排除标准因此决定纳入。"
},
"processingTime": 12769
}
]
}