{"id":"W4398136273","doi":"10.1016/j.jvs.2024.03.203","title":"Following the COMPASS: Antithrombotic Prescription Trends in Patients With Symptomatic Peripheral Arterial Disease Following Revascularization","year":2024,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Arterial disease; Antithrombotic; Peripheral; Compass; Revascularization; Cardiology; Medical prescription; Internal medicine; Vascular disease; Surgery; Pharmacology","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":[0.0003230855,0.0001702527,0.0002521026,0.001141127,0.0004818657,0.0009474646,0.0004112835,0.001039706,0.004925487],"category_scores_gemma":[0.002798105,0.0001883241,0.0005898238,0.002054233,0.0001979695,0.00103103,0.0005042271,0.0009461368,0.0005872893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654918,"about_ca_system_score_gemma":0.0009585028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514517,"about_ca_topic_score_gemma":0.03097499,"domain_scores_codex":[0.9995698,0.00004910699,0.0000939928,0.00007520873,0.00009370765,0.0001181349],"domain_scores_gemma":[0.9974712,0.0003358836,0.001340674,0.00006537215,0.0002324003,0.0005545786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008268156,0.0000584518,0.9979868,0.000008579172,0.00001971268,0.00007241746,0.00004773683,0.00001931781,0.00006045733,0.00001873474,0.0002927637,0.001332329],"study_design_scores_gemma":[0.000005212237,0.00006176014,0.9987561,0.00001655697,0.00001739496,0.000232911,0.0004146079,0.0001423417,0.00003604127,0.00002229061,0.0002907642,0.000004033682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958507,0.0003514416,0.00004651877,0.0005430446,0.00003142231,0.00001111858,0.001455814,0.000006306785,0.001703556],"genre_scores_gemma":[0.9973406,0.0002849092,0.00007748754,0.0002960901,0.00006218187,0.00001157705,0.001161424,0.000003753685,0.0007619706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514517,"threshold_uncertainty_score":0.03011405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014674223340037,"score_gpt":0.2386882551403136,"score_spread":0.2285415129069132,"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."}}