{"id":"W2727995705","doi":"10.1097/sla.0000000000002344","title":"Percutaneous Vascular Interventions Versus Bypass Surgeries in Patients With Critical Limb Ischemia","year":2017,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Critical limb ischemia; Hazard ratio; Percutaneous; Amputation; Odds ratio; Revascularization; Confidence interval; Randomized controlled trial; Claudication; Internal medicine; Surgery; Population; Adverse effect; Clinical endpoint; Vascular disease; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004501653,0.0004194546,0.002579281,0.0004515055,0.00006695684,0.00004962252,0.0001989407,0.0001846722,0.0003430425],"category_scores_gemma":[0.001077623,0.0003293743,0.001848529,0.0001848072,0.0002647819,0.0001806627,0.000145964,0.0002962197,0.00005090237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005785938,"about_ca_system_score_gemma":0.0002859251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002837096,"about_ca_topic_score_gemma":0.000009516111,"domain_scores_codex":[0.9974484,0.0001400547,0.0009680974,0.000456714,0.0005332798,0.0004533915],"domain_scores_gemma":[0.9975828,0.0006051091,0.0003748997,0.0009279173,0.0002824382,0.0002268139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001060143,0.002205794,0.009773614,0.1040002,0.002637709,0.001527437,0.00002981004,3.711116e-7,9.450054e-8,0.00005115656,0.02397832,0.8547354],"study_design_scores_gemma":[0.0003227203,0.0002502108,0.00603286,0.05413771,0.001491233,0.00001543238,0.00001369041,5.340971e-7,5.688052e-7,0.000005861314,0.9373296,0.0003995254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005771773,0.9917139,0.000001962062,0.0002641705,0.0005406035,0.0006109339,0.0001386312,0.00003835342,0.0009196646],"genre_scores_gemma":[0.006786553,0.9920502,0.00003093547,0.00007956247,0.00008814454,0.00007438508,0.0005307684,0.00006876718,0.0002906771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9133514,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.449163770818803,"score_gpt":0.4550600031393804,"score_spread":0.005896232320577455,"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."}}