{"id":"W1963374490","doi":"10.1111/jth.12974","title":"Postoperative atrial fibrillation in non‐cardiac and cardiac surgery: an overview","year":2015,"lang":"en","type":"review","venue":"Journal of Thrombosis and Haemostasis","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Population Health Research Institute; McGill University Health Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiac surgery; Cardiology; Internal medicine; Perioperative; Cardiac arrhythmia; Anesthesia","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":[0.0008835264,0.001056409,0.002674505,0.004730405,0.0002581363,0.001659403,0.0009438891,0.001456347,0.002781618],"category_scores_gemma":[0.001806894,0.0004525144,0.001793304,0.003842338,0.0004277823,0.001988577,0.0009438027,0.001552593,0.0004222554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723801,"about_ca_system_score_gemma":0.001735831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655598,"about_ca_topic_score_gemma":0.004674585,"domain_scores_codex":[0.9994909,0.00007566628,0.0001870688,0.0000946732,0.0001193616,0.0000323862],"domain_scores_gemma":[0.9986106,0.0008124094,0.0003670497,0.00001339677,0.0001378636,0.00005872006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002215057,0.0001610531,0.002005649,0.1464498,0.00128719,0.0004915861,0.0001724345,0.0004299852,0.0005760718,0.001247622,0.01504045,0.8319167],"study_design_scores_gemma":[0.0004042812,0.0009005485,0.02292486,0.2261551,0.01090688,0.01229148,0.0009601087,0.0009332257,0.0006334938,0.003979013,0.7196506,0.0002604902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008506944,0.9996759,0.0000276607,0.00007758695,0.00004115251,0.000002376571,0.00001176536,0.000001547004,0.00007702488],"genre_scores_gemma":[0.0005959693,0.9990876,0.00007543981,0.00009098677,0.00009214097,0.000003071017,0.00001406008,3.978019e-7,0.00004042958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004730405,"threshold_uncertainty_score":0.009305477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183661415045465,"score_gpt":0.4184072348496523,"score_spread":0.2347458198041872,"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."}}