{"id":"W2894107408","doi":"10.1016/j.cjca.2018.07.125","title":"NON-VITAMIN K ANTAGONIST ORAL ANTICOAGULANT (NOAC) USE AND DOSING IN CANADIAN PRACTICE: INSIGHTS FROM THE OPTIMIZING PHARMACOTHERAPY IN THE MANAGEMENT APPROACH TO LOWERING RISK IN ATRIAL FIBRILLATION (OPTIMAL-AF) PROGRAM","year":2018,"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; Vitamin K antagonist; Dosing; Warfarin; Edoxaban; Internal medicine; Guideline; Emergency medicine; Dabigatran","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":[0.003000134,0.0002723836,0.0004686119,0.001673145,0.002472518,0.001936329,0.00140767,0.0009268139,0.002149997],"category_scores_gemma":[0.02364956,0.0003057533,0.0007319587,0.004176709,0.0006595121,0.0007349839,0.001181288,0.002018276,0.0001205648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04136376,"about_ca_system_score_gemma":0.1540291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9826546,"about_ca_topic_score_gemma":0.9935237,"domain_scores_codex":[0.9958164,0.000617331,0.0003855596,0.0002816692,0.002377572,0.0005215062],"domain_scores_gemma":[0.9859102,0.002799487,0.002317689,0.0001966947,0.00573293,0.003042924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750563,0.0007236812,0.7148113,0.0006949161,0.0003967681,0.0002139075,0.002740688,0.001467815,0.0001340643,0.005223871,0.05559057,0.2177275],"study_design_scores_gemma":[0.0001303576,0.00009693208,0.9789706,0.000912993,0.0003011998,0.0001738777,0.001785002,0.001978422,0.00008503269,0.001299811,0.01419613,0.00006966465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6566182,0.03598534,0.002364084,0.2034522,0.0007195051,0.0006680988,0.01279369,0.0001244904,0.08727445],"genre_scores_gemma":[0.9498395,0.02400205,0.009820351,0.01046489,0.0003517655,0.000131859,0.003171155,0.0000260582,0.002192337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04136376,"threshold_uncertainty_score":0.3001165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874447523802738,"score_gpt":0.3341746165572319,"score_spread":0.2854301413192045,"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."}}