{"id":"W3158734909","doi":"10.1016/j.ijcha.2021.100788","title":"Prescribing of two potentially interacting cardiovascular medications in atrial fibrillation patients on direct oral anticoagulants","year":2021,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; North York General Hospital; Toronto Western Hospital; NOSM University; University of Toronto; University Health Network; Health Sciences North; Laurentian University","funders":"Ministry of Health -Singapore; Heart and Stroke Foundation of Canada; Institute for Clinical Evaluative Sciences; Canadian Institutes of Health Research; Northern Ontario Academic Medicine Association","keywords":"Medicine; Atrial fibrillation; Intensive care medicine; Rivaroxaban; Cardiology; Internal medicine; Warfarin","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":[0.0003074565,0.0001962281,0.0002661397,0.0005972961,0.0006257214,0.0006878512,0.0003821361,0.0004194775,0.002718934],"category_scores_gemma":[0.00255326,0.0002377581,0.0005537191,0.001322447,0.0002655023,0.0003227613,0.0004381991,0.0006566134,0.0001808794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150417,"about_ca_system_score_gemma":0.001929211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0756756,"about_ca_topic_score_gemma":0.1305249,"domain_scores_codex":[0.9993109,0.00008217205,0.00009042358,0.0001024829,0.000278703,0.0001352877],"domain_scores_gemma":[0.9970695,0.0004059971,0.001751933,0.0000677201,0.0002512577,0.0004536306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002279376,0.0000115848,0.9993739,0.000005181239,0.000009993102,0.00005486602,0.00002160891,0.000009743736,0.00002820982,0.000003752814,0.00003017469,0.0004283989],"study_design_scores_gemma":[0.0000044293,0.00003816928,0.9991969,0.00001174867,0.00001637737,0.000383661,0.000111421,0.0001169604,0.00001622316,0.000006933412,0.00009516724,0.000002018966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985294,0.0003862872,0.00003164312,0.00009084812,0.000005699035,0.000007428634,0.0002858561,0.000002089329,0.0006608139],"genre_scores_gemma":[0.9993636,0.000199358,0.00008531541,0.00002945617,0.00001172956,0.000004024083,0.0001898559,8.272104e-7,0.0001158676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0756756,"threshold_uncertainty_score":0.1504703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500011466430172,"score_gpt":0.3345965267888805,"score_spread":0.2895964121245788,"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."}}