{"id":"W2929276381","doi":"10.1016/j.jtcvs.2019.03.039","title":"Commentary: Getting to the heart of postoperative atrial fibrillation after cardiac surgery","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"Pfizer Canada; Mallinckrodt Pharmaceuticals; Pfizer","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiac surgery; Cardiology; Incidence (geometry); Sinus rhythm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003717007,0.001043653,0.001980647,0.000980103,0.006111495,0.004673231,0.002307565,0.08232317,0.01068233],"category_scores_gemma":[0.04424646,0.0009483023,0.001467693,0.00109454,0.002988589,0.004558766,0.002038401,0.05548067,0.007721364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005812179,"about_ca_system_score_gemma":0.009041925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009105472,"about_ca_topic_score_gemma":0.01518563,"domain_scores_codex":[0.9958776,0.001343833,0.000590064,0.0005046686,0.0009602552,0.0007235396],"domain_scores_gemma":[0.9834443,0.009284887,0.001445886,0.0003291775,0.002510482,0.002985272],"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":[0.00005734814,0.00002832254,0.0005814832,0.00006779494,0.00001964646,0.001109369,0.0001707869,0.00003661852,0.00006120096,0.0007267916,0.9942268,0.002913839],"study_design_scores_gemma":[0.0004176336,0.000197027,0.00432131,0.002013562,0.0002064853,0.004431299,0.002478514,0.0009164356,0.0003273055,0.01147783,0.9729726,0.0002399119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002797449,0.0005019159,0.00002751687,0.9679211,0.0301217,0.000006954623,0.00006263089,0.00001039559,0.001068062],"genre_scores_gemma":[0.002915834,0.0005716157,0.00006639667,0.9339924,0.05946652,0.00003037615,0.00003065305,0.00001483133,0.002911366],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08232317,"threshold_uncertainty_score":0.04217052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675010400852125,"score_gpt":0.2691343796771287,"score_spread":0.2523842756686074,"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."}}