{"id":"W2531015631","doi":"10.1016/j.cjca.2015.07.544","title":"CONTEMPORARY TRENDS IN CANADA FOR STROKE PREVENTION IN ATRIAL FIBRILLATION: QUESTION AF (QUALITY ENHANCEMENT INITIATIVE TO EVALUATE STROKE RISK AND IMPROVE Outcomes IN PATIENTS WITH ATRIAL FIBRILLATION","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Atrial fibrillation; Warfarin; Apixaban; Rivaroxaban; Stroke (engine); Dabigatran; Internal medicine; Population; Management of atrial fibrillation; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002588042,0.0004272993,0.0008138873,0.002368964,0.002864672,0.003956454,0.001800924,0.001362026,0.004646475],"category_scores_gemma":[0.01127969,0.0004094697,0.001551284,0.007938302,0.0007514668,0.001404209,0.00157132,0.003661659,0.0004398106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05879349,"about_ca_system_score_gemma":0.1696332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934043,"about_ca_topic_score_gemma":0.9960847,"domain_scores_codex":[0.995535,0.0002743938,0.0005971477,0.0003224973,0.002188578,0.001082378],"domain_scores_gemma":[0.9744623,0.000773662,0.003182329,0.0002394207,0.01450222,0.00684006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002726236,0.0003194953,0.8025002,0.0006316235,0.0004312695,0.0001765201,0.001183827,0.0005719929,0.0001897167,0.004329225,0.1108416,0.07855183],"study_design_scores_gemma":[0.0001087768,0.00004409707,0.9723388,0.0007066544,0.0002174325,0.000139211,0.001795077,0.0008312099,0.00009687243,0.0005300217,0.02312937,0.0000624107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4125096,0.07134473,0.002802976,0.3498686,0.003746432,0.0006367677,0.09378195,0.0005497406,0.06475911],"genre_scores_gemma":[0.885071,0.03568375,0.007193373,0.03972445,0.001079404,0.0002778702,0.02357628,0.0001507595,0.007243205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05879349,"threshold_uncertainty_score":0.4265786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07079670896901125,"score_gpt":0.342884810327257,"score_spread":0.2720881013582458,"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."}}