{"id":"W2112591947","doi":"10.1016/j.injury.2007.03.028","title":"International comparison of prehospital trauma care systems","year":2007,"lang":"en","type":"article","venue":"Injury","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; McGill University Health Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Emergency medical services; Case fatality rate; Emergency medicine; Technician; Logistic regression; Injury Severity Score; Medical emergency; Revised Trauma Score; Emergency department; Poison control; Injury prevention; Epidemiology; Internal medicine; Nursing","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":[0.002396198,0.0003036292,0.0003057801,0.004888605,0.0007170325,0.001526126,0.0006479041,0.0003860253,0.006171688],"category_scores_gemma":[0.01124096,0.0001516226,0.0005247149,0.008572981,0.0006616041,0.00177844,0.001262348,0.0007164488,0.000467862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689321,"about_ca_system_score_gemma":0.001376222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125891,"about_ca_topic_score_gemma":0.01523658,"domain_scores_codex":[0.9980243,0.0007778705,0.000314907,0.0001631714,0.0003109867,0.0004086782],"domain_scores_gemma":[0.9845099,0.004535111,0.004632616,0.0008011113,0.004304024,0.001217213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001651232,0.0001792027,0.9678573,0.0002500011,0.000373379,0.000173617,0.004084528,0.0003549402,0.0002959079,0.004240531,0.002958028,0.01758138],"study_design_scores_gemma":[0.00003021531,0.0002329877,0.9887596,0.0001172547,0.0001110586,0.0001598098,0.006803095,0.00006586357,0.0001623061,0.000246607,0.003303,0.00000807428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731813,0.004594962,0.0002026808,0.0009366077,0.00008029836,0.00003817681,0.002152791,0.000009179604,0.0188039],"genre_scores_gemma":[0.9970209,0.001025766,0.00006351468,0.00008469137,0.00003348757,0.0000169427,0.00119823,0.000004751179,0.0005516523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125891,"threshold_uncertainty_score":0.02238673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535737173267781,"score_gpt":0.3588052585957192,"score_spread":0.3334478868630413,"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."}}