{"id":"W2344933548","doi":"10.1016/j.amjmed.2016.02.001","title":"North American Thrombosis Forum, AF Action Initiative Consensus Document","year":2016,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; University of Calgary; Foothills Medical Centre; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Guideline; Stroke (engine); Call to action; Management of atrial fibrillation; MEDLINE; Intensive care medicine; Cardiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.05242571,0.001683101,0.003236982,0.005997509,0.003115458,0.01002297,0.007464606,0.02240456,0.01607813],"category_scores_gemma":[0.09893532,0.001309224,0.004571648,0.003421744,0.001663731,0.003610437,0.003769761,0.01852759,0.01245815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006920564,"about_ca_system_score_gemma":0.06815831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881033,"about_ca_topic_score_gemma":0.02944543,"domain_scores_codex":[0.9696519,0.007512737,0.006489838,0.001370024,0.01313249,0.001842989],"domain_scores_gemma":[0.9107596,0.02354007,0.008539312,0.00198373,0.04481827,0.01035892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001236189,0.0001388661,0.0003977952,0.002147595,0.00009525739,0.0001255551,0.00009476014,0.0001409041,0.0001228038,0.002614493,0.9424096,0.0515888],"study_design_scores_gemma":[0.0005987239,0.0001077683,0.002596944,0.01950759,0.0004112774,0.0004000216,0.0003241957,0.0001748302,0.0003443073,0.005084695,0.9703831,0.00006640296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001284187,0.1098653,0.006101627,0.6626989,0.1342736,0.001683824,0.007794843,0.0004369988,0.07586081],"genre_scores_gemma":[0.02449747,0.1952283,0.06716131,0.4330736,0.09722795,0.009788956,0.03391247,0.0007492194,0.1383606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05242571,"threshold_uncertainty_score":0.277257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08911858103223676,"score_gpt":0.3797589177317746,"score_spread":0.2906403366995379,"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."}}