Evidence map›Paper›PMID 41870610›Full record

ArticleEuropean journal of pediatrics2026

Prognostic performance and clinical utility of a modified Brighton pediatric early warning score for 24-h ICU admission in a resource-limited pediatric emergency department.

Ngo C Quang, Nguyen Q Nhu, Tran D Hung, Tran Q Khai, Duong T K Loan, Huynh T Trung, Luu N N Trinh

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Article in European journal of pediatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ngo C QuangDepartment of Pediatrics, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu Street, Tan An Ward, Can Tho, 900000, Vietnam. ncquang@ctump.edu.vn.ORCID http://orcid.org/0009-0007-8800-4725
Nguyen Q NhuDepartment of Pediatrics, Sa Dec General Hospital, Dong Thap, Vietnam.
Tran D HungDepartment of Microbiology, Faculty of Nursing and Medical Technology, Can Tho University of Medicine and Pharmacy, Can Tho City, Vietnam.
Tran Q KhaiDepartment of Pediatrics, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu Street, Tan An Ward, Can Tho, 900000, Vietnam.
Duong T K LoanDepartment of Pediatrics, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu Street, Tan An Ward, Can Tho, 900000, Vietnam.
Huynh T TrungDepartment of Pediatrics, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu Street, Tan An Ward, Can Tho, 900000, Vietnam.
Luu N N TrinhDepartment of Pediatrics, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu Street, Tan An Ward, Can Tho, 900000, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pediatric early warning scores (PEWS) are widely used to detect clinical deterioration, yet their prognostic performance and clinical utility in low- and middle-income emergency departments (EDs) remain uncertain. We evaluated a modified Brighton PEWS for predicting 24-h ICU admission in a resource-limited pediatric ED and developed an internally validated time-to-event model. We conducted a 12-month prospective cohort of children aged 1 month-15 years triaged as emergency severity index level 2-3 in a tertiary pediatric ED. Modified Brighton PEWS was recorded at arrival. The primary outcome was ICU admission within 24 h. Time from ED arrival to ICU admission was analysed using Cox regression adjusted for age, sex and comorbidity, with bootstrap internal validation. We compared a PEWS-only model with an enhanced model incorporating routinely available ED variables. Performance was assessed by 24-h calibration, discrimination and clinical utility using decision-curve analyses (DCA). Among 572 children, 157 (27.5%) were admitted to ICU within 24 h. ICU admission occurred in 7.1%, 45.3%, and 53.9% of children with PEWS ≤ 3, 4-5, and ≥ 6, respectively (log-rank p < 0.001). The multivariable time-to-event model showed good discrimination (C-index 0.81) and acceptable 24-h calibration. Baseline PEWS predicted 24-h ICU admission with an AUC of 0.80; a threshold ≥ 4 achieved high sensitivity with reasonable specificity. DCA indicated net benefit of PEWS-based risk stratification across clinically relevant thresholds.

conclusionIn a resource-limited pediatric ED, a modified Brighton PEWS at arrival provided robust prediction of 24-h ICU admission and can underpin risk-stratified escalation pathways. WHAT IS KNOWN: • PEWS are widely used to identify children at risk of clinical deterioration. • Evidence on prognostic accuracy and clinical utility in LMIC pediatric emergency departments remains limited. WHAT IS NEW: • In a resource-limited pediatric ED, a modified Brighton PEWS at arrival predicted 24-h ICU admission. • Decision-curve analysis supported PEWS-based risk stratification across clinically plausible thresholds.

Indexed as

Clinical DeteriorationEarly Warning ScoreEmergency Service, HospitalIntensive Care Units, PediatricPatient AdmissionAdolescentChildChild, PreschoolFemaleHumansInfantMalePrognosisProspective StudiesResource-Limited SettingsRisk AssessmentAdmissionCritical deterioration eventsPediatric early warning scorePEWSPICURisk assessment

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.