{"id":"W4380762611","doi":"10.1161/circ.146.suppl_1.9928","title":"Abstract 9928: Risk Stratification for Amputation in Patients With Symptomatic Peripheral Artery Disease After Lower Extremity Revascularization: Insights From VOYAGER PAD","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Amputation; Revascularization; Incidence (geometry); Diabetes mellitus; Surgery; Vascular disease; Internal medicine; Clinical trial; Critical limb ischemia; Randomized controlled trial; Relative risk; Myocardial infarction; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00431089,0.0004913859,0.00104179,0.0009326484,0.0001798353,0.001167309,0.0004383305,0.0005376583,0.001866005],"category_scores_gemma":[0.009293043,0.0001557995,0.0009031684,0.0007956044,0.0004964811,0.0004723026,0.0005469186,0.001195243,0.000295969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004680994,"about_ca_system_score_gemma":0.0007280224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007774216,"about_ca_topic_score_gemma":0.0009951366,"domain_scores_codex":[0.9978963,0.001574526,0.00007842713,0.0001776472,0.0002016313,0.00007149285],"domain_scores_gemma":[0.9953886,0.003385148,0.0006231189,0.0001745203,0.0002081182,0.0002204439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01881634,0.0008693797,0.351679,0.002350479,0.003912765,0.0003521486,0.0006473238,0.004967667,0.0021191,0.006397646,0.01065895,0.5972292],"study_design_scores_gemma":[0.008708751,0.01220413,0.8735028,0.003671362,0.005054993,0.002038811,0.0008445565,0.02648135,0.001631892,0.04378468,0.02181104,0.0002656129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8234525,0.1181503,0.01671486,0.02297803,0.000647924,0.0003772379,0.00195688,0.0001387058,0.01558364],"genre_scores_gemma":[0.970122,0.01456198,0.009838581,0.002187585,0.001103236,0.0002378732,0.0008812924,0.00002173392,0.001045635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00431089,"threshold_uncertainty_score":0.02279842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006949114950349207,"score_gpt":0.21023003420081,"score_spread":0.2032809192504609,"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."}}