{"id":"W4414197002","doi":"10.1007/s12630-025-03041-y","title":"Anticipated difficult airway management and multidisciplinary approach to a patient with a high-risk pregnancy","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Multidisciplinary approach; Pregnancy; MEDLINE; Airway management; Airway","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":[0.0008253626,0.000816078,0.0008403799,0.001466776,0.004536336,0.001936734,0.001234086,0.01618263,0.004868163],"category_scores_gemma":[0.01529372,0.0006709411,0.001136265,0.0007565644,0.001592501,0.001831926,0.00114181,0.01661037,0.0009922539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004496262,"about_ca_system_score_gemma":0.003790183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00884045,"about_ca_topic_score_gemma":0.01879998,"domain_scores_codex":[0.9988888,0.0002640364,0.0001364127,0.0001749413,0.0002262497,0.0003095834],"domain_scores_gemma":[0.9970402,0.00109862,0.0003337728,0.000065222,0.0002740113,0.001188225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007271065,0.0001620873,0.01291359,0.00006001722,0.00002105947,0.9407737,0.0006502409,0.0004768481,0.0004485851,0.003229296,0.03753022,0.003661687],"study_design_scores_gemma":[0.00006928334,0.0003822632,0.01172575,0.0005755182,0.00003969137,0.9439193,0.002760228,0.002985332,0.0003479484,0.008044175,0.02906187,0.00008867502],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09957714,0.00433533,0.001879151,0.8272116,0.01471199,0.0002539982,0.0002958465,0.0001042881,0.05163061],"genre_scores_gemma":[0.660947,0.008867897,0.007218263,0.2375719,0.06372026,0.000288915,0.0003494436,0.0001461189,0.02089014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618263,"threshold_uncertainty_score":0.03262281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009725954167321204,"score_gpt":0.2132418223824096,"score_spread":0.2035158682150884,"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."}}