{"id":"W3096554873","doi":"10.1161/circulationaha.120.050465","title":"Rivaroxaban and Aspirin in Peripheral Artery Disease Lower Extremity Revascularization","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Aspirin; Rivaroxaban; Arterial disease; Revascularization; Peripheral; Cardiology; Internal medicine; Vascular disease; Surgery; Myocardial infarction; Warfarin; Atrial fibrillation","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":[],"consensus_categories":[],"category_scores_codex":[0.00006790552,0.0001050411,0.0001407886,0.00004838975,0.00003371363,0.00002953103,0.00002949425,0.00003330068,0.0001539871],"category_scores_gemma":[0.00007304765,0.0001086206,0.00005306196,0.000177025,0.00002762619,0.000188497,0.00003018146,0.00007290051,0.00001892656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008494549,"about_ca_system_score_gemma":0.00002702541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005561346,"about_ca_topic_score_gemma":0.000002951662,"domain_scores_codex":[0.999158,0.0000431331,0.0001863109,0.0002938751,0.0001902974,0.0001283446],"domain_scores_gemma":[0.9995164,0.000005514386,0.00003596953,0.0001656964,0.00003617235,0.0002402617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001636295,0.00009598207,0.9885637,0.0001806396,0.00001801183,0.00008958833,0.000270666,0.0007114887,0.002333032,0.0001586775,0.00009636956,0.007318251],"study_design_scores_gemma":[0.001005916,0.00001686448,0.928179,0.00005901762,0.00005501078,0.000002363712,0.00002246775,0.06951676,0.000005471966,0.0001811102,0.0008527669,0.0001033108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898538,0.0001549704,0.004693399,0.004129667,0.00004987693,0.000481078,0.000002928414,0.00007139392,0.0005629072],"genre_scores_gemma":[0.9964321,0.00001068645,0.0001441191,0.003109349,0.0001306287,0.00002135131,0.0001094189,0.00001454625,0.00002778859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06880527,"threshold_uncertainty_score":0.4429421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099471117734547,"score_gpt":0.2417164506238833,"score_spread":0.2207217394465378,"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."}}