{"id":"W4389952726","doi":"10.1161/circ.148.suppl_1.17346","title":"Abstract 17346: The Causal Role of Obstructive Sleep Apnea (OSA) in Atrial Fibrillation (AF): A Systematic Review and Meta-Analysis of Mendelian Randomization Studies","year":2023,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mendelian randomization; Obstructive sleep apnea; Odds ratio; Meta-analysis; Atrial fibrillation; Internal medicine; Subgroup analysis; Pooled analysis; Study heterogeneity; Cardiology; Pediatrics; Genotype; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02713699,0.002980732,0.01757841,0.009140124,0.0007653645,0.003846876,0.002238443,0.0027682,0.005254488],"category_scores_gemma":[0.06923155,0.001546185,0.04037844,0.009267019,0.0009652117,0.002575531,0.001552379,0.002149708,0.0004167447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773903,"about_ca_system_score_gemma":0.005106295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005069268,"about_ca_topic_score_gemma":0.009874735,"domain_scores_codex":[0.9774011,0.01124945,0.006749124,0.001830334,0.002245743,0.0005241656],"domain_scores_gemma":[0.9577966,0.03287021,0.005778941,0.001128575,0.002120851,0.0003048612],"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":[0.001375591,0.00002140117,0.004854466,0.4828647,0.4971436,0.0001981507,0.0000890255,0.0004815333,0.0002657767,0.0002574309,0.0009971514,0.01145131],"study_design_scores_gemma":[0.0006076086,0.0001287817,0.003342106,0.04030293,0.9531269,0.0001127087,0.00003477664,0.0002431315,0.0001382209,0.0003744947,0.001564631,0.00002368379],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004871442,0.9902846,0.001676045,0.0005198061,0.0004110146,0.0008741418,0.0009208933,0.00006296227,0.0003789868],"genre_scores_gemma":[0.2235891,0.7589814,0.008040386,0.001963871,0.0006939123,0.004377855,0.001695834,0.00008832155,0.0005693027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02713699,"threshold_uncertainty_score":0.1435159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08475160717924454,"score_gpt":0.3540212174068669,"score_spread":0.2692696102276223,"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."}}