External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
Issued Date
2023-12-01
Resource Type
eISSN
20452322
Scopus ID
2-s2.0-85175738485
Journal Title
Scientific Reports
Volume
13
Issue
1
Rights Holder(s)
SCOPUS
Bibliographic Citation
Scientific Reports Vol.13 No.1 (2023)
Suggested Citation
Chandna A., Mwandigha L., Koshiaris C., Limmathurotsakul D., Nosten F., Lubell Y., Perera-Salazar R., Turner C., Turner P. External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings. Scientific Reports Vol.13 No.1 (2023). doi:10.1038/s41598-023-45746-4 Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/91036
Title
External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
Other Contributor(s)
Abstract
Accurate and reliable guidelines for referral of children from resource-limited primary care settings are lacking. We identified three practicable paediatric severity scores (the Liverpool quick Sequential Organ Failure Assessment (LqSOFA), the quick Pediatric Logistic Organ Dysfunction-2, and the modified Systemic Inflammatory Response Syndrome) and externally validated their performance in young children presenting with acute respiratory infections (ARIs) to a primary care clinic located within a refugee camp on the Thailand-Myanmar border. This secondary analysis of data from a longitudinal birth cohort study consisted of 3010 ARI presentations in children aged ≤ 24 months. The primary outcome was receipt of supplemental oxygen. We externally validated the discrimination, calibration, and net-benefit of the scores, and quantified gains in performance that might be expected if they were deployed as simple clinical prediction models, and updated to include nutritional status and respiratory distress. 104/3,010 (3.5%) presentations met the primary outcome. The LqSOFA score demonstrated the best discrimination (AUC 0.84; 95% CI 0.79–0.89) and achieved a sensitivity and specificity > 0.80. Converting the scores into clinical prediction models improved performance, resulting in ~ 20% fewer unnecessary referrals and ~ 30–50% fewer children incorrectly managed in the community. The LqSOFA score is a promising triage tool for young children presenting with ARIs in resource-limited primary care settings. Where feasible, deploying the score as a simple clinical prediction model might enable more accurate and nuanced risk stratification, increasing applicability across a wider range of contexts.