{"id":"W4380715035","doi":"10.1161/circ.146.suppl_1.13436","title":"Abstract 13436: Sex-Specific Predictors of Postoperative Atrial Fibrillation and the Role of Cardiometabolic Diseases","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Montreal Heart Institute; University of Ottawa","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Abdominal obesity; Cardiology; Waist; Mace; Prospective cohort study; Coronary artery disease; Perioperative; Obesity; Surgery; Myocardial infarction; Percutaneous coronary intervention","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":[0.0006977172,0.0004137687,0.0003966136,0.0005979796,0.0002446474,0.0006281033,0.0003269974,0.000434158,0.004164773],"category_scores_gemma":[0.001868197,0.0001869839,0.0006591002,0.001253507,0.0002343125,0.0004032714,0.0003517009,0.0005560618,0.0004681915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008903583,"about_ca_system_score_gemma":0.0003830326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407105,"about_ca_topic_score_gemma":0.001239575,"domain_scores_codex":[0.9996535,0.00008753423,0.0000514262,0.00008003643,0.00007026144,0.00005715234],"domain_scores_gemma":[0.9984624,0.0003777717,0.0007094842,0.00008362864,0.00009620358,0.0002705269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229728,0.00001062002,0.99827,0.00001601212,0.00007393368,0.00003439849,0.000008031332,0.00002412719,0.0000788891,0.000009880911,0.0001170042,0.001234054],"study_design_scores_gemma":[0.00001155295,0.00005949443,0.9990533,0.00001123615,0.00007160032,0.0002635364,0.0000223738,0.0001778076,0.00003586733,0.00003344096,0.0002575407,0.000002287492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937072,0.002629335,0.000232248,0.0002840711,0.00004770751,0.00001008498,0.00216318,0.00001155101,0.0009145039],"genre_scores_gemma":[0.997394,0.0006322567,0.0001945801,0.00006587643,0.0001206056,0.00001418204,0.00125486,0.000005995416,0.0003176959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004164773,"threshold_uncertainty_score":0.01393259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161289036056362,"score_gpt":0.2681216303597697,"score_spread":0.2465087399992061,"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."}}