{"id":"W1982596273","doi":"10.1016/j.annemergmed.2006.09.017","title":"Trauma Management Outcomes Associated With Nonsurgeon Versus Surgeon Trauma Team Leaders","year":2006,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Injury Severity Score; Penetrating trauma; Blunt trauma; Confidence interval; Revised Trauma Score; Retrospective cohort study; Major trauma; Blunt; Injury prevention; Trauma center; Emergency medicine; Surgery; Poison control; General surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006101413,0.0005056,0.001176456,0.0004042876,0.0001558807,0.000001838437,0.0001856423,0.0001431495,0.002777752],"category_scores_gemma":[0.0002729259,0.0003550335,0.0004040363,0.0008815435,0.000358217,0.00008861771,0.00003529742,0.0002429828,0.00003127729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994738,"about_ca_system_score_gemma":0.00002483788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522794,"about_ca_topic_score_gemma":0.001173865,"domain_scores_codex":[0.996308,0.00007533687,0.001210553,0.0005375211,0.00108568,0.000782877],"domain_scores_gemma":[0.9981655,0.0001583247,0.0003553153,0.0005291844,0.0005803145,0.0002113693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002296055,0.001588404,0.3135357,0.0005881831,0.003898256,0.0001337591,0.001308739,0.00004699633,0.0002133665,0.001200297,0.6491283,0.02606194],"study_design_scores_gemma":[0.005835884,0.002178867,0.9414419,0.0005487978,0.0009304768,0.000003529892,0.003482622,0.00001007131,0.0007290208,0.0001547512,0.04425488,0.0004292196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7370447,0.002960642,0.00003025985,0.009980171,0.002555466,0.0005886972,0.0000257572,0.0001707632,0.2466435],"genre_scores_gemma":[0.9860864,0.001680867,0.00005938719,0.0001798359,0.0002976113,0.0000516805,0.0001802164,0.00006253084,0.01140148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6279061,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519515249690873,"score_gpt":0.3792972336143979,"score_spread":0.2273457086453106,"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."}}