{"id":"W2169754219","doi":"10.1016/s0889-8537(05)70245-5","title":"ANESTHESIA FOR AIRWAY SURGERY","year":2001,"lang":"en","type":"article","venue":"Anesthesiology Clinics of North America","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Airway; Anesthesia; Anesthetic; Ventilation (architecture); Airway management; Intubation; Surgery; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002837142,0.0001533995,0.0006260292,0.0001957401,0.00005378423,0.000002974936,0.0001314679,0.0001123001,0.0002921679],"category_scores_gemma":[0.0003242796,0.000133162,0.0002926881,0.0002678315,0.0002626598,0.00006396121,0.00001433506,0.0001023879,0.00004045302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001113634,"about_ca_system_score_gemma":0.0000830873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001144442,"about_ca_topic_score_gemma":0.000002888169,"domain_scores_codex":[0.9987135,0.00005178609,0.0005942694,0.0002705991,0.0001135693,0.000256295],"domain_scores_gemma":[0.998179,0.0007938059,0.0003522143,0.0003809109,0.0002108678,0.00008323253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004588592,0.0001863246,0.6423662,0.00004782197,0.00004431787,0.00001379642,0.00002307068,0.000003739627,0.000004811186,0.00006926142,0.04947225,0.3073095],"study_design_scores_gemma":[0.0002801645,0.003330529,0.2463807,0.00002351574,0.00008561545,0.00002116909,0.00002529518,0.0001221962,0.0001264493,0.0002399944,0.7492284,0.0001359836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915547,0.0002166579,0.002438511,0.003772355,0.00003018649,0.0005287806,0.000001153297,0.0001630022,0.001294657],"genre_scores_gemma":[0.9637662,0.01187769,0.006569789,0.009407044,0.0002705491,0.0001905079,0.0003626684,0.00006656768,0.007488939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6997561,"threshold_uncertainty_score":0.5430187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401910336362809,"score_gpt":0.3102886285891679,"score_spread":0.2762695252255398,"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."}}