{"id":"W2113727890","doi":"10.1097/01.ta.0000075342.36072.ef","title":"The New Injury Severity Score: A More Accurate Predictor of In-Hospital Mortality than the Injury Severity Score","year":2004,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":222,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Fonds de Recherche du Québec - Santé","funders":"","keywords":"Medicine; Receiver operating characteristic; Injury Severity Score; Emergency medicine; Population; Head injury; Head and neck; Poison control; Injury prevention; Internal medicine; 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":[0.000950609,0.0003437774,0.0006148148,0.00010476,0.0006627915,0.00005441498,0.0003032437,0.0001786254,0.00003269986],"category_scores_gemma":[0.0008711167,0.0001764312,0.000363482,0.0004783838,0.001217518,0.0003285572,0.0001211955,0.001096158,0.000001814492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827643,"about_ca_system_score_gemma":0.000438067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855057,"about_ca_topic_score_gemma":0.001520617,"domain_scores_codex":[0.9973154,0.0002428764,0.0009917156,0.0002369812,0.000748166,0.0004648576],"domain_scores_gemma":[0.9977853,0.0002497307,0.0002587009,0.0004727599,0.0009630491,0.000270493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004515096,0.001070813,0.9210817,0.001093096,0.0008927579,0.00005685757,0.02975703,0.00003231212,0.0005965706,0.002821159,0.0114918,0.02659084],"study_design_scores_gemma":[0.001092617,0.002592428,0.9800769,0.0003686061,0.0006843478,0.0001604709,0.006652852,0.000003973754,0.001605954,0.005337738,0.001208747,0.0002153527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872175,0.003229031,0.00008946467,0.007003106,0.00149349,0.0004577795,0.0001050253,0.00003112647,0.0003734041],"genre_scores_gemma":[0.9962621,0.002567225,0.00002010043,0.0002505535,0.000840658,0.000009717011,0.000003855974,0.0000266656,0.00001912293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05899524,"threshold_uncertainty_score":0.7194657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197473250512142,"score_gpt":0.3280413993561891,"score_spread":0.3060666668510677,"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."}}