{"id":"W4226275319","doi":"10.1016/s0735-1097(22)01035-x","title":"RHYTHM VERSUS RATE CONTROL IN PATIENTS WITH POSTOPERATIVE ATRIAL FIBRILLATION FOLLOWING CARDIAC SURGERY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2022,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Cardiology; Rhythm; Cardiac surgery; Internal medicine; Heart Rhythm; 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":[0.00601209,0.002429284,0.01656586,0.002629346,0.0005197508,0.002706757,0.001826286,0.002729242,0.004646876],"category_scores_gemma":[0.01520917,0.001620252,0.03242498,0.003189131,0.0007474476,0.001842968,0.001482868,0.00289167,0.0003589172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567681,"about_ca_system_score_gemma":0.001914334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005627097,"about_ca_topic_score_gemma":0.01668438,"domain_scores_codex":[0.9956543,0.001756526,0.001349258,0.0006426039,0.0003707344,0.0002264481],"domain_scores_gemma":[0.9925451,0.005046001,0.001615739,0.0002702224,0.0003695596,0.0001534094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005982372,0.00006540603,0.00426946,0.2198929,0.7589456,0.0001043167,0.000097841,0.0003131454,0.0002679394,0.00008772752,0.0004350189,0.009538212],"study_design_scores_gemma":[0.001857248,0.0002607745,0.003009407,0.008624443,0.9852219,0.00004580937,0.00004274686,0.000120623,0.00005602761,0.0001033527,0.0006336962,0.00002399648],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01218685,0.9860707,0.0005197257,0.000149137,0.0002330905,0.0001946624,0.0003934535,0.00003545655,0.0002169861],"genre_scores_gemma":[0.3414615,0.6523121,0.00251387,0.00152075,0.0004343124,0.000571942,0.0006303216,0.00004612295,0.0005090354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01656586,"threshold_uncertainty_score":0.03179538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440520842171785,"score_gpt":0.3055631010119956,"score_spread":0.2711578925902778,"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."}}