{"id":"W4403227333","doi":"10.1016/j.cjca.2024.08.128","title":"RHYTHM VERSUS RATE CONTROL FOR PERIOPERATIVE ATRIAL FIBRILLATION AFTER NONCARDIAC SURGERY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Perioperative; Meta-analysis; Cardiology; Internal medicine; Rhythm; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006527319,0.002495049,0.01634059,0.002973016,0.0005815338,0.002743237,0.001831026,0.002738222,0.005834451],"category_scores_gemma":[0.0179326,0.001721104,0.03554543,0.003411501,0.0008148394,0.001857808,0.001565525,0.003103614,0.0003948979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079921,"about_ca_system_score_gemma":0.002404494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008100333,"about_ca_topic_score_gemma":0.02389705,"domain_scores_codex":[0.9954406,0.001814998,0.00137741,0.0006842368,0.0004200019,0.0002627814],"domain_scores_gemma":[0.9911619,0.005989097,0.001929861,0.0002991055,0.0004332512,0.0001867124],"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":[0.005540796,0.00006288593,0.003252581,0.2307388,0.7476627,0.0001029752,0.00009365018,0.0003022823,0.0002675237,0.0000969928,0.0005481557,0.01133067],"study_design_scores_gemma":[0.002038603,0.0002700443,0.002528758,0.009219924,0.9848312,0.00004549578,0.00003918687,0.0001018544,0.00005837045,0.0001020227,0.0007423969,0.00002207815],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008619861,0.9896854,0.0004806903,0.0001587042,0.0002187428,0.0001859774,0.0003826857,0.00003876092,0.0002292074],"genre_scores_gemma":[0.2884403,0.7052232,0.002654011,0.001546249,0.0004445539,0.0005706127,0.0005474529,0.00004995737,0.0005237228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01634059,"threshold_uncertainty_score":0.03452015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07089655584127959,"score_gpt":0.3405681645182411,"score_spread":0.2696716086769615,"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."}}