{"id":"W2053651934","doi":"10.1097/01.sla.0000048374.46952.10","title":"Multicenter Canadian Study of Prehospital Trauma Care","year":2003,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Montreal General Hospital","funders":"","keywords":"Medicine; Emergency medicine; Mortality rate; Medical emergency; Emergency medical services; Basic life support; Cohort study; Trauma care; Major trauma; Prehospital Emergency Care; Prospective cohort study; Cohort; Resuscitation; Cardiopulmonary resuscitation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001425824,0.0001046892,0.0003903058,0.0001871194,0.00003854232,0.000001598892,0.00003385462,0.00003998407,0.0001551049],"category_scores_gemma":[0.0001769221,0.00009132743,0.0001726838,0.0001608113,0.00004272525,0.00004174843,0.000006553251,0.00006141988,0.000005357264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001100935,"about_ca_system_score_gemma":0.0001054861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03690625,"about_ca_topic_score_gemma":0.0332347,"domain_scores_codex":[0.9990481,0.00003697949,0.0003372979,0.0001417712,0.0001918033,0.0002440348],"domain_scores_gemma":[0.9991468,0.00005989578,0.00006695703,0.0002047998,0.0003760839,0.000145474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004690064,0.0003849775,0.9740117,0.0001636693,0.0002347884,0.00004230365,0.008160069,0.000001756754,0.00004228113,0.00001513723,0.008390568,0.008505886],"study_design_scores_gemma":[0.0003630289,0.0002584412,0.963511,0.00008636463,0.00005707471,0.000002044922,0.02503173,2.607503e-7,0.004427383,0.000004161612,0.006166161,0.00009236985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817441,0.002303168,1.844942e-7,0.0001812245,0.0003559381,0.000227215,0.00002394828,0.000009746868,0.01515446],"genre_scores_gemma":[0.9995849,0.0001361493,0.00001150176,0.0001084743,0.0000299741,0.000009826934,0.000006684214,0.00001260703,0.00009987782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01784079,"threshold_uncertainty_score":0.9844062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2104644811189769,"score_gpt":0.3564864197779682,"score_spread":0.1460219386589913,"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."}}