{"id":"W2794150831","doi":"10.1002/clc.22948","title":"Rationale, design, and preliminary results of the Quebec Warfarin Cohort Study","year":2018,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; McMaster University; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Montreal General Hospital; Cegep regional de Lanaudiere; Montreal Heart Institute; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Warfarin; Cohort; Internal medicine; Atrial fibrillation; Cohort study; Stroke (engine); VKORC1; Prospective cohort study; Pediatrics; Intensive care medicine; CYP2C9","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":[0.03045889,0.00236564,0.001666769,0.00237791,0.003263057,0.00231077,0.003182998,0.001995469,0.0152912],"category_scores_gemma":[0.03194305,0.001428948,0.001169777,0.003601465,0.001702173,0.001061912,0.001324571,0.001792322,0.003841009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009783506,"about_ca_system_score_gemma":0.02555804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.231538,"about_ca_topic_score_gemma":0.3108145,"domain_scores_codex":[0.9815469,0.01128572,0.001301015,0.002150627,0.002466652,0.001249071],"domain_scores_gemma":[0.9884764,0.001874075,0.0009225574,0.001645896,0.005364756,0.001716434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04210143,0.003877091,0.4856307,0.006584011,0.002137002,0.00304061,0.004944599,0.002782279,0.002482793,0.03327675,0.2701732,0.1429695],"study_design_scores_gemma":[0.03051025,0.008797885,0.4424698,0.007131345,0.002842215,0.001669834,0.00355034,0.005906088,0.0014094,0.01070618,0.4845147,0.0004918503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.102639,0.01576674,0.03957029,0.01525506,0.004206026,0.6580402,0.1192072,0.0004694462,0.04484609],"genre_scores_gemma":[0.2180316,0.004123409,0.04660877,0.0108135,0.001391856,0.6787819,0.02695804,0.0001174025,0.01317351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.231538,"threshold_uncertainty_score":0.4603807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722647877592943,"score_gpt":0.4225019270402495,"score_spread":0.2502371392809551,"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."}}