{"id":"W2091381658","doi":"10.1016/j.annemergmed.2005.01.009","title":"Airway Management by US and Canadian Emergency Medicine Residents: A Multicenter Analysis of More Than 6,000 Endotracheal Intubation Attempts","year":2005,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intubation; Airway management; Specialty; Confidence interval; Emergency medicine; Emergency department; Observational study; Endotracheal intubation; Airway; Internal medicine; Family medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022482,0.001040552,0.001296891,0.002803429,0.002854888,0.001778012,0.00251078,0.001988793,0.001120237],"category_scores_gemma":[0.01027557,0.0009520357,0.001406152,0.006749662,0.00118244,0.001329743,0.001771859,0.001341244,0.000217017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160064,"about_ca_system_score_gemma":0.01466758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8833147,"about_ca_topic_score_gemma":0.9230158,"domain_scores_codex":[0.995593,0.0005036682,0.0004630995,0.0007407364,0.001882182,0.0008172994],"domain_scores_gemma":[0.989879,0.001043864,0.00381062,0.0003653828,0.003239817,0.0016613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000992204,0.00004618523,0.9976619,0.00002623539,0.0001904217,0.00009266387,0.0005130155,0.00003307774,0.00006576293,0.0000140543,0.0003649464,0.0008924503],"study_design_scores_gemma":[0.000008424898,0.000033888,0.9986233,0.00001640662,0.00005859896,0.0001153702,0.000893268,0.00006659938,0.00002033775,0.000002905515,0.0001492663,0.00001160452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961047,0.0007507605,0.00004966978,0.0001757199,0.00001757592,0.0000528081,0.002257329,0.000006431171,0.0005850485],"genre_scores_gemma":[0.9959512,0.0006833113,0.0002283001,0.0002944751,0.00002820857,0.00004257897,0.002574573,0.000009847604,0.0001874106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8833147,"threshold_uncertainty_score":0.234745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624983186306614,"score_gpt":0.3785426378804292,"score_spread":0.3222928060173631,"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."}}