{"id":"W2126719745","doi":"10.1213/ane.0b013e31817bd36f","title":"Patients with Difficult Intubation May Need Referral to Sleep Clinics","year":2008,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Intubation; Tertiary referral hospital; Body mass index; Referral; Perioperative; Continuous positive airway pressure; Airway; Anesthesia; Apnea–hypopnea index; Tracheal intubation; Apnea; Physical therapy; Internal medicine; Retrospective cohort study","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":[0.0002514367,0.000272821,0.0003345458,0.0003375624,0.0006348802,0.0003952049,0.0002598312,0.0005965598,0.006446281],"category_scores_gemma":[0.001774983,0.0001346018,0.0002293617,0.0003742381,0.0001878707,0.0003558129,0.0004606956,0.000405982,0.0009258986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168147,"about_ca_system_score_gemma":0.0004379934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006574716,"about_ca_topic_score_gemma":0.001593328,"domain_scores_codex":[0.9997332,0.00004606468,0.00004400862,0.00003538449,0.00006531608,0.00007606655],"domain_scores_gemma":[0.9989638,0.0001694107,0.0004333221,0.00002553527,0.00008025673,0.0003276485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001709459,0.0001670653,0.9776015,0.00008225613,0.0000251962,0.008559604,0.0002622997,0.00006348247,0.001263671,0.00004184139,0.0009969275,0.01076525],"study_design_scores_gemma":[0.0000326183,0.0009963808,0.9665746,0.00007017756,0.00003219232,0.02879027,0.0009891762,0.0003156161,0.0003275594,0.0001281761,0.001732155,0.00001103656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970343,0.0005118254,0.0002084295,0.000399783,0.00004330594,0.00004578602,0.00007517444,0.00001624565,0.001665137],"genre_scores_gemma":[0.9980382,0.0003369755,0.0003685515,0.0003639023,0.0001958534,0.00004333603,0.0001926262,0.000003495488,0.0004570273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006446281,"threshold_uncertainty_score":0.0215649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147708481265273,"score_gpt":0.2818970318206802,"score_spread":0.2604199470080275,"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."}}