{"id":"W3155581274","doi":"10.1213/ane.0000000000005298","title":"Airway Management in Surgical Patients With Obstructive Sleep Apnea","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Intubation; Airway management; Perioperative; Anesthesia; Intensive care medicine; Ventilation (architecture); Sleep apnea; Anesthesiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007410718,0.0006165653,0.001420697,0.001918096,0.00028275,0.0007732744,0.000846644,0.0008907091,0.002845256],"category_scores_gemma":[0.003295257,0.0001959499,0.001493266,0.001425391,0.0002702157,0.0007203916,0.000528101,0.00100175,0.0003801521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004154209,"about_ca_system_score_gemma":0.001162518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797182,"about_ca_topic_score_gemma":0.003975739,"domain_scores_codex":[0.9994357,0.0001615522,0.0001693692,0.00005246933,0.0001519931,0.0000288443],"domain_scores_gemma":[0.9991479,0.0005293663,0.0001929371,0.0000125226,0.00009445974,0.00002277839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001345799,0.00005904756,0.001249496,0.1547479,0.0006980466,0.0002931107,0.0001553649,0.0002296613,0.000294571,0.0004712107,0.01036943,0.8312975],"study_design_scores_gemma":[0.0003806177,0.0007721328,0.02825628,0.434787,0.00899511,0.01482383,0.0009650675,0.0005453721,0.0007330974,0.002596423,0.507052,0.00009296595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002141582,0.9994536,0.00002368067,0.00007943042,0.00005556847,0.000005343985,0.00000895756,0.000001315987,0.0001579433],"genre_scores_gemma":[0.002364543,0.9972346,0.0001185788,0.0001060387,0.00007814905,0.000009520847,0.00002676791,6.409932e-7,0.00006114008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002845256,"threshold_uncertainty_score":0.009518325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586467701861447,"score_gpt":0.2841240499393988,"score_spread":0.2682593729207843,"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."}}