{"id":"W3201851870","doi":"10.1016/j.cjca.2021.09.026","title":"Prevalence and Assessment of Sleep-Disordered Breathing in Patients With Atrial Fibrillation: A Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Atrial fibrillation; Confidence interval; Odds ratio; Internal medicine; Study heterogeneity; Concomitant; Population; Polysomnography; Cardiology; Diagnostic odds ratio; Apnea","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138803,0.0002604622,0.01000843,0.0009318944,0.00003194883,0.00001881741,0.0001231538,0.0001726792,0.0000456339],"category_scores_gemma":[0.0007751912,0.0001648821,0.00149709,0.0007131334,0.0001549092,0.00006437881,0.00003143537,0.0004880677,1.708751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659482,"about_ca_system_score_gemma":0.001247847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315976,"about_ca_topic_score_gemma":0.0001955745,"domain_scores_codex":[0.9963261,0.001506746,0.001312485,0.0002752329,0.0003443547,0.0002350653],"domain_scores_gemma":[0.9971273,0.0003943864,0.00105101,0.0003529804,0.0007043604,0.0003699567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000007879416,0.000001491022,0.03419048,0.7481009,0.2110646,0.0001989178,0.0000282673,0.00003852641,3.691207e-9,0.00002182534,0.000006907293,0.006340179],"study_design_scores_gemma":[0.0006809342,0.0003151758,0.00733373,0.03540601,0.9521024,0.0007975425,0.00001610164,0.000005392822,4.721364e-9,0.000002446733,0.003184281,0.0001559455],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001078362,0.9979304,0.00009004513,0.00009097326,0.0000329821,0.001562405,0.0001021429,7.668745e-7,0.00008245146],"genre_scores_gemma":[0.005066548,0.9943904,0.0003821353,0.00001415829,0.00007436,0.00001004404,0.00002840811,0.00002003061,0.00001387422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7410378,"threshold_uncertainty_score":0.6841561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376905925727599,"score_gpt":0.3555342463219269,"score_spread":0.3017651870646509,"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."}}