{"id":"W4312065210","doi":"10.1097/sla.0000000000005741","title":"Emergency Department Pediatric Readiness Among US Trauma Centers","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Health Resources and Services Administration; National Center for Advancing Translational Sciences; U.S. Department of Health and Human Services","keywords":"Medicine; Triage; Emergency department; Retrospective cohort study; Pediatric trauma; Emergency medicine; Cohort; Pediatric emergency medicine; Pediatrics; Injury prevention; Medical emergency; Poison control; Nursing; Surgery","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":[0.0008739234,0.0002631259,0.0001843124,0.0009216857,0.0002488284,0.0004887403,0.0004460413,0.000225391,0.001599894],"category_scores_gemma":[0.005245827,0.0001722083,0.000385322,0.00100105,0.0002291376,0.0004397161,0.0008182138,0.0006753773,0.000160261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006611928,"about_ca_system_score_gemma":0.001094082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008647357,"about_ca_topic_score_gemma":0.009796851,"domain_scores_codex":[0.9991655,0.0001759456,0.0001146099,0.0001651183,0.0001757239,0.0002031439],"domain_scores_gemma":[0.9956363,0.0004443584,0.002976893,0.0001267639,0.0003696721,0.0004460298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008744777,0.00001258942,0.9991781,0.000003229568,0.00001102071,0.00001690863,0.00001962204,0.000101381,0.00001524023,0.000009483073,0.00009753554,0.0005260558],"study_design_scores_gemma":[0.000003198808,0.00004697598,0.9989464,0.00001428191,0.000006938942,0.0001124619,0.0001594087,0.0004921241,0.00006047277,0.0000146985,0.0001403424,0.000002594434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998711,0.00006588591,0.0001125748,0.00009950553,0.00000424536,0.00001370504,0.0007369395,0.000007010887,0.0002492118],"genre_scores_gemma":[0.9988286,0.00005443104,0.0001282586,0.00002601485,0.000005916787,0.00001104617,0.0008834883,0.000001945898,0.00006029738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008647357,"threshold_uncertainty_score":0.01719403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677384388201335,"score_gpt":0.3405761594463129,"score_spread":0.1728377206261795,"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."}}