{"id":"W2329888858","doi":"10.1097/mej.0b013e3283440f10","title":"Surgical airway in emergency department intubation","year":2011,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Airway; Emergency department; Intubation; Airway management; Rapid sequence induction; Emergency medicine; Anesthesia; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001129585,0.0002080231,0.000332047,0.00147748,0.0002611577,0.0004159071,0.0003426351,0.0005117048,0.002741661],"category_scores_gemma":[0.01120096,0.0001746517,0.000247046,0.001030554,0.0003337048,0.0006203129,0.000600411,0.0005833769,0.0004365089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898752,"about_ca_system_score_gemma":0.0007242792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00058048,"about_ca_topic_score_gemma":0.0007116412,"domain_scores_codex":[0.9979286,0.0005869051,0.0004942258,0.0002033678,0.0005974845,0.0001894646],"domain_scores_gemma":[0.9854242,0.003509231,0.008998748,0.0001619858,0.001133174,0.0007726325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002123788,0.00005554939,0.9827111,0.0003338306,0.00003235584,0.001398333,0.0001756418,0.00008662342,0.000483219,0.00006151525,0.0005647956,0.01388467],"study_design_scores_gemma":[0.0000148818,0.0003778427,0.9760114,0.0003301369,0.0000339346,0.02014737,0.0004753667,0.00033575,0.0002697054,0.00007624975,0.001916397,0.00001091604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877032,0.008642755,0.0005635939,0.0004976442,0.00009471583,0.000053539,0.0003641735,0.00001444684,0.002065977],"genre_scores_gemma":[0.9960955,0.002086391,0.0008942303,0.0001368746,0.0001836941,0.00004592097,0.0003739932,0.000004968337,0.0001785169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002741661,"threshold_uncertainty_score":0.009171784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07610922441412472,"score_gpt":0.3235686947905983,"score_spread":0.2474594703764736,"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."}}