{"id":"W4403225918","doi":"10.1016/j.cjca.2024.08.230","title":"THE RELATIONSHIP BETWEEN FRAILTY AND POSTOPERATIVE ATRIAL FIBRILLATION IN PATIENTS UNDERGOING CARDIAC SURGERY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Cardiac surgery; Internal medicine; Cardiology","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":[0.005545608,0.00198907,0.01261198,0.003575515,0.0005762997,0.002401297,0.001700344,0.002601007,0.004169322],"category_scores_gemma":[0.01728633,0.00149049,0.02914098,0.004606937,0.0006768294,0.001570628,0.001608039,0.002153112,0.0003210149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381792,"about_ca_system_score_gemma":0.002694907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008851947,"about_ca_topic_score_gemma":0.02937916,"domain_scores_codex":[0.9967657,0.0009762905,0.001259921,0.000488377,0.0003420898,0.000167572],"domain_scores_gemma":[0.9903138,0.006853484,0.001740867,0.0003572002,0.0005527963,0.0001817414],"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":[0.00186189,0.00004349429,0.009903784,0.3128906,0.6610342,0.0001556875,0.0001133662,0.0003044781,0.0002939441,0.0000870107,0.000635687,0.01267583],"study_design_scores_gemma":[0.0004735607,0.000144772,0.006674724,0.01280455,0.9784272,0.00008715274,0.0000514007,0.00009589563,0.00005345067,0.0001067613,0.001051891,0.00002879705],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006173297,0.9927275,0.0002870251,0.0001149457,0.0001301076,0.00009086593,0.0003400389,0.00001545068,0.0001207742],"genre_scores_gemma":[0.1811167,0.8144848,0.001659663,0.001114749,0.0002871246,0.0003422839,0.0006100435,0.00002119141,0.0003635379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01261198,"threshold_uncertainty_score":0.02932829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313929692335085,"score_gpt":0.3509258869432188,"score_spread":0.2195329177097103,"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."}}