{"id":"W2411947931","doi":"10.1213/ane.0000000000001416","title":"Society of Anesthesia and Sleep Medicine Guidelines on Preoperative Screening and Assessment of Adult Patients With Obstructive Sleep Apnea","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":349,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Victoria Hospital; London Health Sciences Centre; Western University; Toronto Western Hospital; University Health Network; University of Toronto; University of British Columbia","funders":"U.S. Department of Defense; National Heart, Lung, and Blood Institute; National Cancer Institute; National Institutes of Health; ResMed; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Sleep medicine; Obstructive sleep apnea; Sleep (system call); Anesthesia; Sleep apnea; Intensive care medicine; Sleep disorder; Psychiatry; Insomnia","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"],"consensus_categories":[],"category_scores_codex":[0.0005957847,0.001040584,0.003899472,0.0005127886,0.0001576625,0.00002384811,0.0003306403,0.0005027211,0.00007897012],"category_scores_gemma":[0.000193021,0.000602013,0.0004219818,0.0007182375,0.001500584,0.0002059673,0.00009855464,0.0007159624,0.000002787493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696574,"about_ca_system_score_gemma":0.0001954901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007425957,"about_ca_topic_score_gemma":0.000002444245,"domain_scores_codex":[0.9946356,0.0004222456,0.001575681,0.001183299,0.001587206,0.0005959327],"domain_scores_gemma":[0.9943075,0.0006622848,0.00133627,0.0008658789,0.002434488,0.0003935545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003457931,0.0002462831,0.02908285,0.01133717,0.002429929,0.0001982593,0.0003601607,0.000001072703,0.000006018071,0.001309039,0.0001503029,0.9545332],"study_design_scores_gemma":[0.02520844,0.02313974,0.607821,0.1496574,0.01941304,0.006814981,0.00236075,0.001962566,0.0001877795,0.0002254651,0.159009,0.00419981],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04184972,0.9493119,0.0008381433,0.002620865,0.00002903947,0.004815212,0.00004790091,0.00007428005,0.0004129496],"genre_scores_gemma":[0.01239023,0.9676704,0.01847989,0.0003511324,0.0002831002,0.0002126348,0.000240039,0.000264237,0.0001082641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9503333,"threshold_uncertainty_score":0.9996431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976216656738546,"score_gpt":0.3550255186584435,"score_spread":0.315263352091058,"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."}}