{"id":"W2765380293","doi":"10.1213/ane.0000000000002558","title":"Postoperative Outcomes in Obstructive Sleep Apnea Patients Undergoing Cardiac Surgery: A Systematic Review and Meta-analysis of Comparative Studies","year":2017,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Toronto Western Hospital; University Health Network; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Stroke (engine); Myocardial infarction; Meta-analysis; Internal medicine; Atrial fibrillation; Intensive care unit","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.001903344,0.001180147,0.03884519,0.001982182,0.0001956469,0.00006589805,0.0004551857,0.0003075447,0.00004399565],"category_scores_gemma":[0.001538884,0.0007409283,0.005699127,0.001776125,0.0006164974,0.0002650052,0.0001778199,0.0006409662,0.00001910113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004464691,"about_ca_system_score_gemma":0.0002295115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008223379,"about_ca_topic_score_gemma":0.0000748883,"domain_scores_codex":[0.9915589,0.002995373,0.002628922,0.001135412,0.001094689,0.0005867205],"domain_scores_gemma":[0.9900149,0.004371048,0.002558416,0.001615215,0.001206152,0.0002342344],"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":[0.00001428346,0.0001455855,0.00494396,0.506911,0.4852811,0.000161147,0.0005585204,3.071e-7,1.954077e-8,0.0001242856,0.00002251327,0.001837302],"study_design_scores_gemma":[0.0002094915,0.0001618434,0.005491486,0.03170676,0.9604654,0.00004768386,0.0006072411,0.000006923263,7.519029e-7,0.00001113256,0.0006961835,0.0005950858],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007392153,0.9919891,0.000001729083,0.000302545,0.00002301242,0.006738284,0.0001167001,0.00002160158,0.00006783499],"genre_scores_gemma":[0.005880502,0.9922094,0.00009302783,0.0001474969,0.000009668172,0.001149186,0.0002627597,0.00007715281,0.0001708236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4752042,"threshold_uncertainty_score":0.9995041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783446224034608,"score_gpt":0.4191140212309173,"score_spread":0.2407693988274565,"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."}}