{"id":"W2339880150","doi":"10.1213/ane.0000000000001178","title":"Does Obstructive Sleep Apnea Influence Perioperative Outcome? A Qualitative Systematic Review for the Society of Anesthesia and Sleep Medicine Task Force on Preoperative Preparation of Patients with Sleep-Disordered Breathing","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Perioperative; Systematic review; Sleep apnea; Meta-analysis; Sleep medicine; Intensive care medicine; Internal medicine; Surgery; Sleep disorder; Psychiatry","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":["metaepi_narrow"],"category_scores_codex":[0.00220929,0.001296939,0.006530205,0.0003263525,0.0003942609,0.0000465357,0.0006610499,0.000434545,0.00003654341],"category_scores_gemma":[0.001391919,0.0005267902,0.001057916,0.0009576325,0.001675405,0.0004412899,0.00008032425,0.0006515972,0.000006314075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992828,"about_ca_system_score_gemma":0.0002246452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006272652,"about_ca_topic_score_gemma":0.000007654089,"domain_scores_codex":[0.9917513,0.001910428,0.002753097,0.001294899,0.00163202,0.0006583292],"domain_scores_gemma":[0.9879673,0.004745597,0.002976944,0.00140203,0.002664249,0.0002439362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001170016,0.0003874681,0.0008995042,0.9265617,0.007700942,0.00004952129,0.02829774,0.000008710768,0.000007994232,0.001963342,0.00003452795,0.03291851],"study_design_scores_gemma":[0.009032582,0.01211564,0.006170283,0.9015714,0.04545474,0.001086782,0.01665373,0.0008899163,0.00007995989,0.0002202788,0.00414409,0.002580601],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005298554,0.9664974,0.00145131,0.001787893,0.00002836265,0.0247278,0.0001206192,0.00005334132,0.00003467394],"genre_scores_gemma":[0.04247499,0.9483957,0.001629001,0.0006649813,0.0001303696,0.005674616,0.0003904056,0.0003154126,0.0003245064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0377538,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397669635572554,"score_gpt":0.3571960482755991,"score_spread":0.3332193519198736,"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."}}