{"id":"W4404801640","doi":"10.1016/j.smrv.2024.102029","title":"Adverse events in patients with obstructive sleep apnea undergoing procedural sedation in ambulatory settings: An updated systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Toronto Western Hospital; University of Toronto; University Health Network; University of British Columbia; McMaster University","funders":"University Health Network Foundation; Canadian Institutes of Health Research; Merck Sharp and Dohme; ResMed Foundation; Ministry of Health, Ontario","keywords":"Medicine; Obstructive sleep apnea; Ambulatory; Sedation; Meta-analysis; Sleep apnea; Anesthesia; Adverse effect; Systematic review; MEDLINE; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00434274,0.001568623,0.01956299,0.002480962,0.00007844024,0.00001746201,0.0004996717,0.0004050404,0.0003438201],"category_scores_gemma":[0.001455998,0.0008581124,0.001800072,0.006774233,0.0002539732,0.0005147831,0.000233021,0.001745219,0.0001006732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188073,"about_ca_system_score_gemma":0.0001940171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000456314,"about_ca_topic_score_gemma":0.0002064679,"domain_scores_codex":[0.9885435,0.002554424,0.004506172,0.001977281,0.001578113,0.0008405272],"domain_scores_gemma":[0.994938,0.0002868417,0.002117353,0.00168009,0.0004581555,0.0005195942],"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":[0.00002553341,0.0001848777,0.0005430388,0.9310077,0.05617344,0.00004866223,0.0002456061,0.000001350464,4.99102e-8,0.00001265279,0.00005650022,0.0117006],"study_design_scores_gemma":[0.001329532,0.0003854904,0.0003252524,0.2244355,0.7678962,0.0000566374,0.0001736548,0.0001494743,5.225601e-8,0.000008870052,0.004592161,0.0006472116],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009082998,0.976169,0.00004402833,0.0002789058,0.00008695435,0.02312841,0.00006052757,0.00006831554,0.00007297598],"genre_scores_gemma":[0.0003435223,0.9928682,0.0004318478,0.0006564115,0.00007655186,0.002585019,0.002726225,0.0001960465,0.000116208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7117227,"threshold_uncertainty_score":0.9997062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780639861273604,"score_gpt":0.3589448901934877,"score_spread":0.3111384915807516,"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."}}