{"id":"W4403545662","doi":"10.1007/978-3-031-62224-3_4","title":"Airway Management in the Neurointensive Care Unit","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Neurointensive care; Airway management; Medicine; Intensive care medicine; Airway; Anesthesia","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":[0.0002744979,0.0007916284,0.0005620447,0.0006834692,0.0007838316,0.001697275,0.0006763989,0.001546107,0.03550056],"category_scores_gemma":[0.0006393434,0.0002641381,0.000364119,0.00057989,0.0004798534,0.001517253,0.001159848,0.003018476,0.01622291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006653376,"about_ca_system_score_gemma":0.0009381027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557482,"about_ca_topic_score_gemma":0.006980481,"domain_scores_codex":[0.9998664,0.00002959494,0.000007184365,0.00001345174,0.00006987996,0.00001358858],"domain_scores_gemma":[0.9998631,0.00006885885,0.00000811376,0.000005975025,0.00003107799,0.00002278631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002258466,0.0000912176,0.0002018495,0.0004963032,0.000005523525,0.0006284601,0.0003839143,0.001028295,0.0009356297,0.03112859,0.5406176,0.4244601],"study_design_scores_gemma":[0.000003271339,0.00003370032,0.0005989071,0.0007640928,0.000004638257,0.001585221,0.0001696361,0.0003762355,0.0001928773,0.01305777,0.9832026,0.00001104276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001541103,0.120135,0.01253964,0.008306104,0.01265752,0.0001037672,0.0002364715,0.0003161835,0.8441644],"genre_scores_gemma":[0.004606538,0.06364097,0.01176292,0.004428858,0.003393475,0.00009061887,0.0001773129,0.0001590842,0.9117403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03550056,"threshold_uncertainty_score":0.1187612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071553312731058,"score_gpt":0.2864182499293205,"score_spread":0.2557027168020099,"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."}}