{"id":"W4412020048","doi":"10.1177/15385744251355230","title":"Systematic Review and Meta-Analysis of the Effect of Chronic Kidney Disease on Amputation and Mortality in Patients With Peripheral Artery Disease","year":2025,"lang":"en","type":"review","venue":"Vascular and Endovascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Amputation; Meta-analysis; Kidney disease; Cochrane Library; Internal medicine; Subgroup analysis; Observational study; Relative risk; MEDLINE; Critical limb ischemia; Revascularization; Confidence interval; Arterial disease; Surgery; Vascular disease; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00117156,0.0005496238,0.007479821,0.0004741894,0.00004723527,0.00002394185,0.00009707721,0.00005910167,0.00003293071],"category_scores_gemma":[0.0005236868,0.0002802715,0.004026345,0.0009698288,0.0001382226,0.00007423474,0.0001121532,0.0001537172,2.982312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009017382,"about_ca_system_score_gemma":0.0002195041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003070182,"about_ca_topic_score_gemma":0.000007564997,"domain_scores_codex":[0.9959127,0.001477147,0.001054114,0.0006393631,0.0006975626,0.000219141],"domain_scores_gemma":[0.9976054,0.0003346495,0.0004760326,0.001186588,0.0000608736,0.000336438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003727119,0.0001372368,0.0163874,0.8304402,0.150708,0.00002471837,0.000005706687,0.00001757204,5.458477e-9,0.000003382546,0.000015417,0.002223125],"study_design_scores_gemma":[0.0005458678,0.00006221599,0.06682649,0.09724066,0.8346673,8.40035e-7,9.159342e-7,0.00005464942,5.46904e-8,0.000001470985,0.0003856859,0.0002138482],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008890998,0.9858451,0.00001516348,0.00003311567,0.0000252854,0.00495896,0.0002145815,0.0000115677,0.000005168551],"genre_scores_gemma":[0.01540869,0.9829994,0.000002855741,0.0002262653,0.000007502538,0.0007994627,0.0005024265,0.00003028255,0.00002312587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7331995,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639596715848259,"score_gpt":0.270065738153221,"score_spread":0.2536697709947385,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}