{"id":"W2470193203","doi":"10.1017/cem.2016.162","title":"MP021: Contributing factors and time delays in management of difficult airways in the emergency department - a retrospective analysis","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Airway; Retrospective cohort study; Airway management; Otorhinolaryngology; Emergency medicine; Pediatrics; Anesthesia; Surgery","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":[0.0007069137,0.0004559048,0.0006608715,0.001150704,0.0007085233,0.0009412886,0.0007065937,0.0008397127,0.002670226],"category_scores_gemma":[0.003542941,0.0006329553,0.001090985,0.001894857,0.0002951974,0.0008896646,0.000924734,0.001508116,0.0003753348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009058474,"about_ca_system_score_gemma":0.001301377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0095505,"about_ca_topic_score_gemma":0.007953589,"domain_scores_codex":[0.9987955,0.0001517399,0.0002279099,0.0003208709,0.0002271337,0.000276793],"domain_scores_gemma":[0.9971258,0.000484585,0.001392573,0.000182826,0.0003390608,0.0004753098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001970769,0.00005159443,0.9984052,0.00002245236,0.00006847365,0.0003497834,0.00007812058,0.00004051501,0.00008746779,0.00002095175,0.0001326525,0.0005457674],"study_design_scores_gemma":[0.00002114076,0.0003022632,0.9955341,0.00003147841,0.0001277372,0.001940772,0.001206117,0.0003056294,0.00008324171,0.00003436456,0.0003941604,0.00001903143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987206,0.000313424,0.00007829826,0.00003561812,0.000008731909,0.00002025796,0.0005229723,0.000001901448,0.0002982003],"genre_scores_gemma":[0.9986437,0.0002062246,0.0001321466,0.0000517413,0.00002428848,0.00003516813,0.0007759467,0.000005134772,0.0001257652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0095505,"threshold_uncertainty_score":0.01898986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247503001632894,"score_gpt":0.304001818315306,"score_spread":0.271526788298977,"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."}}