{"id":"W3184998821","doi":"10.1016/j.cjco.2021.07.013","title":"Provision of a DAPT Score to Cardiologists and Extension of Dual Antiplatelet Therapy Beyond 1 Year After ACS: Randomized Substudy of the Prospective Canadian ACS Reflective II Study","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Health Sciences Centre; HalTech; University of British Columbia; University Hospital; York Central Hospital; McGill University Health Centre; Royal Columbian Hospital; University of Saskatchewan; Saskatchewan Health Authority; London Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto; Western University; Canadian Heart Research Centre; Saskatchewan Health; St Joseph's Health Care","funders":"Servier; Novo Nordisk; Bristol-Myers Squibb; AstraZeneca; CSL Behring; Medtronic; AstraZeneca Canada; Novartis; HDL Therapeutics; Sanofi; Merck; Bayer; Boehringer Ingelheim; Amgen; Pfizer","keywords":"Medicine; Internal medicine; Acute coronary syndrome; Myocardial infarction; Cardiology; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003826,0.00172597,0.002313279,0.0004558277,0.0009788857,0.001330311,0.001270687,0.002011878,0.004552799],"category_scores_gemma":[0.005894907,0.0008656761,0.002919205,0.001061795,0.001559753,0.0007342597,0.0006060818,0.00239583,0.0003853339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00536792,"about_ca_system_score_gemma":0.01124734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1213474,"about_ca_topic_score_gemma":0.2755009,"domain_scores_codex":[0.9973432,0.001252219,0.0001856899,0.0003603168,0.0003490517,0.0005094239],"domain_scores_gemma":[0.9957079,0.001214814,0.001105695,0.0003401398,0.0003911117,0.001240407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9617367,0.01153991,0.01102516,0.0005320359,0.002618694,0.0000299016,0.0001378975,0.0003422432,0.0005059151,0.0001025274,0.001142048,0.01028693],"study_design_scores_gemma":[0.9073699,0.05704094,0.03072476,0.0001073192,0.002883455,0.00002599821,0.00009284975,0.0005159071,0.0002436238,0.0001291874,0.0008198969,0.00004628927],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878222,0.002182502,0.0002316646,0.0006963323,0.0002643985,0.004382493,0.00188709,0.00003430368,0.002498939],"genre_scores_gemma":[0.9910122,0.001436389,0.001044367,0.0006896295,0.0004696267,0.002807531,0.001343264,0.000007521121,0.001189421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213474,"threshold_uncertainty_score":0.2412822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900230711283445,"score_gpt":0.2933751514400221,"score_spread":0.2743728443271877,"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."}}