{"id":"W2042473354","doi":"10.1097/01.ta.0000200840.89685.b0","title":"Statistical Validation of the Revised Trauma Score","year":2006,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Centre hospitalier universitaire de Québec","funders":"","keywords":"Confounding; Logistic regression; Glasgow Coma Scale; Statistics; Medicine; Emergency medicine; Mathematics; Surgery","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":[0.000369904,0.0001380942,0.000326202,0.00006800174,0.0002660737,0.00001562019,0.0000771259,0.00007339904,0.0001070204],"category_scores_gemma":[0.0003872894,0.00007371126,0.0001753147,0.000188287,0.0004387482,0.00008906121,0.00002104001,0.0003234702,0.00000146378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004863068,"about_ca_system_score_gemma":0.00005698547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002249635,"about_ca_topic_score_gemma":0.0000690849,"domain_scores_codex":[0.9985739,0.0001750512,0.0005729386,0.00009589172,0.0004064197,0.0001757931],"domain_scores_gemma":[0.9985705,0.0002167522,0.000122228,0.0001654381,0.0008474017,0.00007768608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0031167,0.001251269,0.7779935,0.004160279,0.0005445121,0.00003946019,0.008656227,0.00008540336,0.00913632,0.03998097,0.05461868,0.1004167],"study_design_scores_gemma":[0.000934127,0.001237093,0.9770448,0.0002807133,0.001043037,0.0003221928,0.001573762,0.000004373426,0.01123596,0.003576564,0.002629522,0.0001178793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992034,0.001800121,0.0008104186,0.001394775,0.0006232849,0.0001626532,0.00003628523,0.00001222906,0.003126292],"genre_scores_gemma":[0.9990448,0.0002145175,0.00008428073,0.00009049266,0.0005153383,0.000001979549,0.000003979786,0.00001270971,0.00003194394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1990513,"threshold_uncertainty_score":0.3005858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131323407288592,"score_gpt":0.3181016251260472,"score_spread":0.2967883910531613,"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."}}