{"id":"W2063778329","doi":"10.1097/00005373-200508000-00154","title":"STATISTICAL VALIDATION OF THE REVISED TRAUMA SCORE","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Psychology; Medicine; History; Library science; Geography; Computer science","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":[0.0004149973,0.0001382556,0.0003265352,0.00006771697,0.0002594369,0.00001441019,0.00008530717,0.00007365912,0.0001738248],"category_scores_gemma":[0.0005716564,0.00007367239,0.0001744985,0.0001711942,0.00040914,0.0001163925,0.00002367856,0.0003644282,0.00000259849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005920929,"about_ca_system_score_gemma":0.00006173394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005405029,"about_ca_topic_score_gemma":0.00004880311,"domain_scores_codex":[0.9985834,0.0001748639,0.0005609012,0.0000961835,0.0004065596,0.0001781026],"domain_scores_gemma":[0.998557,0.0002165867,0.0001158207,0.0001752406,0.0008236025,0.0001117161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003907397,0.001351145,0.3872645,0.003863984,0.0008633107,0.00002418949,0.0266949,0.0001095233,0.007191883,0.02229833,0.04562558,0.5008053],"study_design_scores_gemma":[0.001517848,0.002052301,0.9604416,0.0004531389,0.001626211,0.0005440991,0.003449895,0.00001307749,0.0183707,0.001475271,0.009871743,0.000184158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911503,0.002033754,0.0006693649,0.003120611,0.0005302433,0.0001645747,0.00003049046,0.00001222723,0.002288443],"genre_scores_gemma":[0.9985233,0.0004670479,0.0001479698,0.0001974601,0.000619292,0.00000197629,0.000002278377,0.0000127092,0.00002798241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5731771,"threshold_uncertainty_score":0.3004273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274073746946234,"score_gpt":0.3361552312642663,"score_spread":0.3087478565696429,"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."}}