{"id":"W3016960368","doi":"10.1007/s00268-020-05512-3","title":"Comparison of the Pediatric Resuscitation and Trauma Outcome (PRESTO) Model and Pediatric Trauma Scoring Systems in a Middle‐Income Country","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Receiver operating characteristic; Revised Trauma Score; Resuscitation; Pediatric trauma; Injury Severity Score; Trauma center; Emergency medicine; Internal medicine; Retrospective cohort study; Poison control; Injury prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.0006514757,0.000156618,0.0008174828,0.0004755838,0.00007282344,0.00001634488,0.00006508955,0.00005029312,0.000003080446],"category_scores_gemma":[0.0002334818,0.0001111282,0.0001447495,0.0008226056,0.00005459708,0.0001520699,0.00003731032,0.0003841837,3.459704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000427671,"about_ca_system_score_gemma":0.00008620461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004930225,"about_ca_topic_score_gemma":0.00005573205,"domain_scores_codex":[0.9978696,0.00008262612,0.001235774,0.0001534487,0.0004578619,0.0002006762],"domain_scores_gemma":[0.9986145,0.0004002528,0.000584768,0.0001028096,0.0001513555,0.000146236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002311866,0.00005727973,0.9939268,0.001350815,0.00003609512,0.00002772606,0.001986674,0.00108168,0.00005810737,0.00004087328,0.0005023648,0.000700373],"study_design_scores_gemma":[0.0008114079,0.00005903998,0.9956465,0.0002865038,0.00027377,0.00004310738,0.001151202,0.001518115,0.00001267631,0.00002238441,0.00006966573,0.0001056345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729126,0.02526594,0.00002276167,0.000755385,0.0006636441,0.0001512487,0.000006934375,0.00000842309,0.000213035],"genre_scores_gemma":[0.9978952,0.001388543,0.0001013047,0.00005740593,0.0005108118,0.00000279456,6.015758e-7,0.00001631604,0.00002701909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498257,"threshold_uncertainty_score":0.4531679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297759988872312,"score_gpt":0.3232713406772851,"score_spread":0.193495341790054,"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."}}