{"id":"W2908381793","doi":"10.1161/circ.132.suppl_3.18447","title":"Abstract 18447: Peri-operative Atrial Fibrillation (POAF) Complicating Non-cardiothoracic Surgery: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiothoracic surgery; Cardiac surgery; Perioperative; Prospective cohort study; Retrospective cohort study; Internal medicine; Inclusion and exclusion criteria; Cardiology; Surgery; 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":[0.008678074,0.001648255,0.009152283,0.01307229,0.0007580547,0.003375799,0.001777386,0.002166798,0.007377451],"category_scores_gemma":[0.03580148,0.0009103106,0.005124602,0.01745343,0.001249908,0.003323325,0.001692118,0.00123981,0.0006717115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003582527,"about_ca_system_score_gemma":0.01133245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006143636,"about_ca_topic_score_gemma":0.01581927,"domain_scores_codex":[0.9908547,0.002528329,0.004009035,0.0006628892,0.001666493,0.0002783939],"domain_scores_gemma":[0.9653302,0.02248253,0.008620935,0.0004143631,0.00272676,0.0004252121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009358757,0.000005915446,0.0006738961,0.9846959,0.004274287,0.000107083,0.0001050513,0.00003587559,0.0001077678,0.00009034154,0.00151572,0.008294674],"study_design_scores_gemma":[0.0001986499,0.0001421158,0.004441805,0.9277916,0.05424884,0.0004595104,0.0002311515,0.00007255553,0.0001351766,0.0002390498,0.01201075,0.00002887136],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001412912,0.9959239,0.0001913924,0.00043723,0.0001856996,0.0005429996,0.0008879323,0.00001775103,0.0004002594],"genre_scores_gemma":[0.0148163,0.9816796,0.0005936216,0.0009214846,0.0001833975,0.001042168,0.000491015,0.00001074236,0.0002618226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01307229,"threshold_uncertainty_score":0.04589462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09735735239352884,"score_gpt":0.395617408589034,"score_spread":0.2982600561955052,"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."}}