{"id":"W4200054776","doi":"10.1016/j.cjca.2021.09.021","title":"The Introduction of Direct Oral Anticoagulants Has Not Resolved Treatment Gaps for Frail Patients With Nonvalvular Atrial Fibrillation","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian VIGOUR Centre; University of Alberta","funders":"Canadian Institutes of Health Research; Government of Alberta","keywords":"Medicine; Atrial fibrillation; Odds ratio; Confidence interval; Guideline; Warfarin; Internal medicine; Retrospective cohort study; Cohort; Oral anticoagulant; Stroke (engine); Anticoagulant; Pediatrics; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003311263,0.0002132154,0.0009214849,0.0004341398,0.0006405352,0.001817656,0.0007705545,0.001059685,0.009381882],"category_scores_gemma":[0.0337225,0.0001217624,0.001346053,0.0006854711,0.0005382721,0.002050707,0.001048605,0.003957835,0.0006887843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307596,"about_ca_system_score_gemma":0.005277002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01595038,"about_ca_topic_score_gemma":0.04589612,"domain_scores_codex":[0.9979395,0.0004998608,0.0003921595,0.0002585078,0.0006154987,0.0002944003],"domain_scores_gemma":[0.9811203,0.007968642,0.003834062,0.0005862498,0.003015072,0.003475662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004614166,0.0009663609,0.08038262,0.003056733,0.001189541,0.0004927046,0.0009017654,0.0006363397,0.0007718502,0.009453089,0.07842204,0.8191128],"study_design_scores_gemma":[0.004765963,0.004937434,0.5288896,0.01725893,0.004085932,0.002408816,0.002197358,0.001676252,0.001041532,0.01738912,0.4150982,0.0002508463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3172362,0.2596682,0.002988799,0.3423663,0.01384139,0.0001064726,0.003521518,0.0001945974,0.0600764],"genre_scores_gemma":[0.8386621,0.07152613,0.00402687,0.06900913,0.01110859,0.00009755714,0.002119305,0.00008493494,0.003365445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01595038,"threshold_uncertainty_score":0.0317151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05336431421116557,"score_gpt":0.2878963881849995,"score_spread":0.2345320739738339,"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."}}