{"id":"W7106529917","doi":"10.1016/j.anclin.2025.10.005","title":"The Physiologic Difficult Airway","year":2025,"lang":"en","type":"article","venue":"Anesthesiology Clinics","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Airway; Airway management; Intubation; Ventilation (architecture); Tracheal intubation; Hemodynamics","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":[0.0003730635,0.0006473637,0.0002838138,0.001113376,0.00101894,0.001502545,0.0005400952,0.002264908,0.00766252],"category_scores_gemma":[0.002817675,0.0001653446,0.0002758574,0.0004776207,0.001531155,0.001692318,0.001549436,0.003269557,0.002063584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008956335,"about_ca_system_score_gemma":0.001225062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007706573,"about_ca_topic_score_gemma":0.001221042,"domain_scores_codex":[0.9994298,0.0001317892,0.00004183163,0.00008703997,0.0002105364,0.00009903742],"domain_scores_gemma":[0.9992349,0.0001789618,0.0001716159,0.00004831117,0.0001177028,0.0002484531],"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":[0.0001625627,0.0001794354,0.03874715,0.0005912439,0.00004546847,0.2650186,0.001737482,0.0005318412,0.007947423,0.1477624,0.219066,0.3182104],"study_design_scores_gemma":[0.00003232841,0.0003513478,0.03422013,0.001037463,0.00002071938,0.6418834,0.001865659,0.0008114222,0.0007713957,0.02725246,0.2917014,0.00005232947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1278483,0.1274551,0.01238957,0.1598919,0.03618283,0.0002625686,0.000518133,0.0004084423,0.5350432],"genre_scores_gemma":[0.7989199,0.05035146,0.007518861,0.02962556,0.03702375,0.0002372251,0.0003184511,0.0001095357,0.07589535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00766252,"threshold_uncertainty_score":0.02563363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434821112004816,"score_gpt":0.3231810956752266,"score_spread":0.3088328845551784,"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."}}