{"id":"W2056747971","doi":"10.1007/bf03016418","title":"Prehospital vs hospital airway management in trauma patients","year":2008,"lang":"en","type":"article","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":"University of Ottawa","funders":"","keywords":"Airway management; Medicine; Airway; Emergency medicine; Intensive care medicine; Medical emergency; 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":[0.0004356299,0.0001646404,0.0003291483,0.0004960622,0.0006071415,0.0009999408,0.0004569148,0.001014929,0.00671048],"category_scores_gemma":[0.004319828,0.0001427403,0.0005358298,0.0005046661,0.0002856407,0.0006274598,0.0005098945,0.001109143,0.0003969082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000918787,"about_ca_system_score_gemma":0.0008202916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755594,"about_ca_topic_score_gemma":0.004844933,"domain_scores_codex":[0.9994788,0.0001238726,0.00006338149,0.00003764562,0.00008818651,0.0002082411],"domain_scores_gemma":[0.9983886,0.0005044314,0.0004969981,0.00002870112,0.0001162955,0.0004649342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008836421,0.001266708,0.8989299,0.0003324434,0.0003586816,0.005078529,0.001013238,0.0006045806,0.001497281,0.001476945,0.003417443,0.07718781],"study_design_scores_gemma":[0.000319558,0.004811142,0.9753696,0.0002933948,0.0002205809,0.00859915,0.004731788,0.0009828005,0.0005043678,0.00107009,0.003064619,0.00003293968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992696,0.002969342,0.00007993318,0.0008466376,0.0001352081,0.00002460652,0.00009812241,0.000003292133,0.003146761],"genre_scores_gemma":[0.9978856,0.001127842,0.0001003276,0.0002400185,0.000178647,0.00001638301,0.0001004866,0.000003037027,0.0003476166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00671048,"threshold_uncertainty_score":0.02244878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009139594839488369,"score_gpt":0.2114551638088579,"score_spread":0.2023155689693695,"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."}}