{"id":"W4409004021","doi":"10.1001/jamapediatrics.2025.0036","title":"Evidence-Informed Quality Indicators for Pediatric Trauma Care","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; London Health Sciences Centre; Hotchkiss Brain Institute; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario; Université de Montréal; Hospital for Sick Children; Centre hospitalier universitaire de Québec; Children's Hospital Research Institute of Manitoba; Université Laval; BC Children's Hospital; SickKids Foundation; York University; University of British Columbia; McGill University; McGill University Health Centre; Hôpital de l'Enfant-Jésus; University of Manitoba; Western University; University of Toronto; Montreal Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Likert scale; Pediatric trauma; Health care; Quality management; Family medicine; Pediatric emergency medicine; Psychological intervention; Scale (ratio); Medical emergency; Poison control; Nursing; Injury prevention; Emergency department","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3088013,0.001749258,0.003458794,0.01741067,0.001793872,0.008708811,0.003705724,0.002872195,0.003747038],"category_scores_gemma":[0.5131006,0.0008055687,0.004259096,0.01646007,0.002090304,0.006301787,0.006718823,0.005721253,0.0007396558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01091978,"about_ca_system_score_gemma":0.02910446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858999,"about_ca_topic_score_gemma":0.004353132,"domain_scores_codex":[0.6522378,0.2256327,0.07340892,0.004586992,0.04177952,0.002353966],"domain_scores_gemma":[0.4059037,0.3211428,0.1371789,0.0199236,0.1079789,0.007872056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001152659,0.001218975,0.1436093,0.0681748,0.004343722,0.0001511684,0.003323511,0.009832046,0.0006358519,0.02736531,0.0717802,0.6684124],"study_design_scores_gemma":[0.003042359,0.003566749,0.329186,0.2924202,0.007391576,0.0006394933,0.009857074,0.04651736,0.004290131,0.09022193,0.2119812,0.0008858287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.07281429,0.2810169,0.3738537,0.1658424,0.009024048,0.03075254,0.01931066,0.002537764,0.04484777],"genre_scores_gemma":[0.3303829,0.03240465,0.6018507,0.006954924,0.001045914,0.02040078,0.00627754,0.0001550517,0.0005276515],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3088013,"threshold_uncertainty_score":0.8523711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06126765369590525,"score_gpt":0.3931266407597175,"score_spread":0.3318589870638123,"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."}}