{"id":"W2160336407","doi":"10.1016/j.cjca.2015.06.005","title":"The 2014 Atrial Fibrillation Guidelines Companion: A Practical Approach to the Use of the Canadian Cardiovascular Society Guidelines","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary; Université de Montréal; Libin Cardiovascular Institute of Alberta; Southlake Regional Health Center; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Canadian Cardiovascular Society; Cardiology; Intensive care medicine; Internal medicine","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":[0.05894236,0.001426301,0.001713713,0.01100524,0.006783922,0.01390149,0.006647252,0.02247547,0.01307475],"category_scores_gemma":[0.2208501,0.001429166,0.001858393,0.006302017,0.004489929,0.008382244,0.007926676,0.02382431,0.006126165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02306846,"about_ca_system_score_gemma":0.104409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3133239,"about_ca_topic_score_gemma":0.5812035,"domain_scores_codex":[0.9437601,0.01797316,0.008631692,0.001324662,0.02532317,0.002987199],"domain_scores_gemma":[0.7612095,0.04662922,0.009058251,0.004877314,0.156987,0.02123868],"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":[0.00001080366,0.00004153002,0.0005311748,0.00008738291,0.00001006386,0.0001778468,0.0004259237,0.0001417847,0.00006501765,0.006798421,0.9572467,0.03446342],"study_design_scores_gemma":[0.000075852,0.00004250439,0.004014161,0.002509206,0.00004723333,0.0003988505,0.001301485,0.001156948,0.000137001,0.01348336,0.9766203,0.000213081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005199384,0.003427869,0.008917813,0.9434971,0.01357618,0.0005811011,0.0009116047,0.0004864505,0.02808188],"genre_scores_gemma":[0.03019119,0.01913389,0.2758403,0.5822508,0.03990967,0.002758561,0.004657782,0.001382466,0.04387527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6866761,"threshold_uncertainty_score":0.6230002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3321875673360532,"score_gpt":0.3745697683722327,"score_spread":0.04238220103617951,"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."}}