{"id":"W2121498982","doi":"10.1016/j.amjcard.2014.12.022","title":"Risk Stratification and Stroke Prevention Therapy Care Gaps in Canadian Atrial Fibrillation Patients (from the Co-ordinated National Network to Engage Physicians in the Care and Treatment of Patients With Atrial Fibrillation Chart Audit)","year":2014,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Thrombosis and Atherosclerosis Research Institute; St. Paul's Hospital; Juravinski Hospital; Université de Montréal; McGill University Health Centre; University of Ottawa; University of Calgary; Humber River Regional Hospital; Hotchkiss Brain Institute; Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; University of British Columbia; Montreal Heart Institute; McMaster University; Canadian Heart Research Centre; Western University; University of Toronto","funders":"Janssen Pharmaceuticals; Bristol-Myers Squibb Canada; Novo Nordisk; University of Toronto; Pfizer; Heart and Stroke Foundation of Canada; Canadian Cardiovascular Society; Amgen; Boehringer Ingelheim; Medtronic; Bayer Canada; Bayer; AstraZeneca; Sanofi; Merck","keywords":"Medicine; Atrial fibrillation; Warfarin; Stroke (engine); Apixaban; Dabigatran; Rivaroxaban; Population; Risk assessment; Emergency medicine; Internal medicine; Antithrombotic; Bleed; Cardiology; Surgery","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":[0.003404654,0.0003334803,0.0005325698,0.001215369,0.002513273,0.00190695,0.001561166,0.001070718,0.002250556],"category_scores_gemma":[0.02388738,0.0003995228,0.0008092553,0.005245829,0.0004451346,0.001017081,0.001925886,0.001487804,0.0002082493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0263622,"about_ca_system_score_gemma":0.09189986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873875,"about_ca_topic_score_gemma":0.9939274,"domain_scores_codex":[0.9962101,0.0003054318,0.0003031899,0.0002403165,0.001796593,0.001144363],"domain_scores_gemma":[0.9860599,0.001018443,0.002140861,0.0004509037,0.00818448,0.002145367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002361079,0.0001427663,0.9366491,0.0001432561,0.00009958212,0.000075248,0.0009704593,0.0003698824,0.00005223608,0.0005340857,0.0379724,0.02275492],"study_design_scores_gemma":[0.00003813134,0.00002079402,0.9954848,0.0001330263,0.00008020247,0.0000412795,0.0007220578,0.0005265114,0.00005163496,0.00009326312,0.00279226,0.00001603653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087411,0.002985921,0.0003700387,0.01564199,0.0002264829,0.0004119342,0.05710862,0.00005718804,0.01445667],"genre_scores_gemma":[0.9801768,0.0008738011,0.00104511,0.001566801,0.00005579783,0.0001185512,0.01509979,0.00001280494,0.001050531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0263622,"threshold_uncertainty_score":0.191272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680031971877405,"score_gpt":0.2856962205566719,"score_spread":0.2688959008378978,"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."}}