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External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings

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 m...

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Autores principales: Chandna, Arjun, Mwandigha, Lazaro, Koshiaris, Constantinos, Limmathurotsakul, Direk, Nosten, Francois, Lubell, Yoel, Perera-Salazar, Rafael, Turner, Claudia, Turner, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624658/
https://www.ncbi.nlm.nih.gov/pubmed/37923813
http://dx.doi.org/10.1038/s41598-023-45746-4
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author Chandna, Arjun
Mwandigha, Lazaro
Koshiaris, Constantinos
Limmathurotsakul, Direk
Nosten, Francois
Lubell, Yoel
Perera-Salazar, Rafael
Turner, Claudia
Turner, Paul
author_facet Chandna, Arjun
Mwandigha, Lazaro
Koshiaris, Constantinos
Limmathurotsakul, Direk
Nosten, Francois
Lubell, Yoel
Perera-Salazar, Rafael
Turner, Claudia
Turner, Paul
author_sort Chandna, Arjun
collection PubMed
description 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.
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spelling pubmed-106246582023-11-05 External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings Chandna, Arjun Mwandigha, Lazaro Koshiaris, Constantinos Limmathurotsakul, Direk Nosten, Francois Lubell, Yoel Perera-Salazar, Rafael Turner, Claudia Turner, Paul Sci Rep Article 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. Nature Publishing Group UK 2023-11-03 /pmc/articles/PMC10624658/ /pubmed/37923813 http://dx.doi.org/10.1038/s41598-023-45746-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Chandna, Arjun
Mwandigha, Lazaro
Koshiaris, Constantinos
Limmathurotsakul, Direk
Nosten, Francois
Lubell, Yoel
Perera-Salazar, Rafael
Turner, Claudia
Turner, Paul
External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
title External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
title_full External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
title_fullStr External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
title_full_unstemmed External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
title_short External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
title_sort external validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624658/
https://www.ncbi.nlm.nih.gov/pubmed/37923813
http://dx.doi.org/10.1038/s41598-023-45746-4
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