{"id":"W3046767984","doi":"10.1016/j.jpedsurg.2020.07.032","title":"Pediatric versus adult paradigms for management of adolescent injuries within a regional trauma system","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Pediatric trauma; Trauma center; Triage; Traumatic brain injury; Injury Severity Score; Neuropsychology; Injury prevention; Poison control; Retrospective cohort study; Surgery; Pediatrics; Emergency medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007200649,0.00026009,0.0002518306,0.001038925,0.001778866,0.002793313,0.001753119,0.0008876887,0.003764445],"category_scores_gemma":[0.01318091,0.0001427337,0.0003823896,0.0009107062,0.001672343,0.002580005,0.002476743,0.002383824,0.0004059103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003899528,"about_ca_system_score_gemma":0.01183808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005721318,"about_ca_topic_score_gemma":0.02006687,"domain_scores_codex":[0.9971673,0.001463009,0.0003169795,0.0001784988,0.0004634258,0.0004107057],"domain_scores_gemma":[0.9905009,0.001643305,0.002583319,0.0003049125,0.002504983,0.002462536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425367,0.002215159,0.442451,0.002398024,0.00021656,0.003573602,0.02663732,0.002185304,0.003401178,0.1031185,0.02236984,0.3900081],"study_design_scores_gemma":[0.0007976271,0.008934124,0.5136409,0.01384514,0.0004808,0.01870885,0.1498885,0.002399433,0.002835415,0.02006235,0.2682409,0.0001658594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7734833,0.03278278,0.007966473,0.1024619,0.003126192,0.0008259123,0.0003324345,0.00004602753,0.07897501],"genre_scores_gemma":[0.9342954,0.03009277,0.01844261,0.0117867,0.001927785,0.0006484654,0.0001842765,0.00004542964,0.002576531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007200649,"threshold_uncertainty_score":0.03808111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0709828368370364,"score_gpt":0.290798656160417,"score_spread":0.2198158193233806,"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."}}