{"id":"W3136025872","doi":"10.1213/ane.0000000000005479","title":"Association of Obstructive Sleep Apnea With Difficult Intubation: Prospective Multicenter Observational Cohort Study","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intubation; Prospective cohort study; Polysomnography; Airway; Perioperative; Body mass index; Continuous positive airway pressure; Anesthesia; Sleep apnea; Observational study; Apnea; Internal medicine","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":[0.002490893,0.0005991788,0.0009337749,0.0009262569,0.0009060606,0.001062732,0.0007636703,0.0009825423,0.001305236],"category_scores_gemma":[0.003811094,0.0009775613,0.001086962,0.001829131,0.0004227801,0.001005094,0.0009803682,0.001326343,0.0002818239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004516127,"about_ca_system_score_gemma":0.0008311955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966056,"about_ca_topic_score_gemma":0.005072035,"domain_scores_codex":[0.998054,0.0005154395,0.0002556263,0.0006087933,0.0003211983,0.000244875],"domain_scores_gemma":[0.9962072,0.0005068316,0.001655929,0.000589632,0.000360994,0.0006793591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002725303,0.00009885617,0.9987794,0.00001438334,0.0001751425,0.00008013431,0.00005605342,0.00002240789,0.0001349102,0.0000112872,0.00009375766,0.0002612706],"study_design_scores_gemma":[0.00009441117,0.0003789375,0.9984065,0.00001403227,0.0001411878,0.0003611494,0.0001821881,0.00023783,0.00002689358,0.00001586805,0.000130849,0.00001028487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987032,0.0002579257,0.0001371651,0.00003941009,0.00001194882,0.00004623448,0.0006617327,0.000003845864,0.000138637],"genre_scores_gemma":[0.9984455,0.0002036092,0.0002401504,0.00007544887,0.00003027781,0.00007457719,0.000858718,0.000003718525,0.00006821765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004966056,"threshold_uncertainty_score":0.01317328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454075755779159,"score_gpt":0.2721282812221086,"score_spread":0.257587523664317,"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."}}