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Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center

BACKGROUND: Trauma is a significant public health problem. Therefore, many injury scores have been created to predict mortality and triage patients. This study aims to validate the modified Rapid Emergency Medicine Score (mREMS) for in-hospital mortality prediction in road traffic injuries and compa...

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Autores principales: Phunghassaporn, Naralin, Sukhvibul, Pakkapol, Techapongsatorn, Suphakarn, Tansawet, Amarit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768311/
https://www.ncbi.nlm.nih.gov/pubmed/36568674
http://dx.doi.org/10.1016/j.heliyon.2022.e12225
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author Phunghassaporn, Naralin
Sukhvibul, Pakkapol
Techapongsatorn, Suphakarn
Tansawet, Amarit
author_facet Phunghassaporn, Naralin
Sukhvibul, Pakkapol
Techapongsatorn, Suphakarn
Tansawet, Amarit
author_sort Phunghassaporn, Naralin
collection PubMed
description BACKGROUND: Trauma is a significant public health problem. Therefore, many injury scores have been created to predict mortality and triage patients. This study aims to validate the modified Rapid Emergency Medicine Score (mREMS) for in-hospital mortality prediction in road traffic injuries and compare the mREMS with the revised trauma score (RTS) and the mechanisms, Glasgow Coma Scale (GCS), age, and arterial pressure (MGAP) score. METHODS: Data were retrospectively collected from the Vajira Hospital (1,033 cases). The mREMS was calculated from six predictors: age, systolic blood pressure, heart rate, respiratory rate, pulse oxygen saturation, and GCS. The receiver operating characteristic curve was plotted, and the area under the curve (AUC) was calculated. The AUC and 95% confidence interval (CI) of the mREMS were compared with the AUCs of other scores. Model calibration was assessed using the Hosmer–Lemeshow goodness-of-fit test. RESULTS: The mREMS was significantly better than the RTS at predicting death in road traffic injury patients [mREMS: AUCs, 0.909 (95% CI, 0.866–0.951); RTS: AUCs, 0.859 (95% CI, 0.791–0.927] (p = 0.023). However, the difference between the AUCs of the mREMS and MGAP score was not statistically significant (p = 0.150). The mREMS’ calibration performance was also satisfactory in this dataset based on the Hosmer–Lemeshow goodness-of-fit test (p = 0.277). CONCLUSION: In the road traffic injury population, the mREMS is an excellent predictor of in-hospital mortality. These results can be applied to improve triage. However, this score should be further validated in other trauma centers before nationwide implementation.
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spelling pubmed-97683112022-12-22 Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center Phunghassaporn, Naralin Sukhvibul, Pakkapol Techapongsatorn, Suphakarn Tansawet, Amarit Heliyon Research Article BACKGROUND: Trauma is a significant public health problem. Therefore, many injury scores have been created to predict mortality and triage patients. This study aims to validate the modified Rapid Emergency Medicine Score (mREMS) for in-hospital mortality prediction in road traffic injuries and compare the mREMS with the revised trauma score (RTS) and the mechanisms, Glasgow Coma Scale (GCS), age, and arterial pressure (MGAP) score. METHODS: Data were retrospectively collected from the Vajira Hospital (1,033 cases). The mREMS was calculated from six predictors: age, systolic blood pressure, heart rate, respiratory rate, pulse oxygen saturation, and GCS. The receiver operating characteristic curve was plotted, and the area under the curve (AUC) was calculated. The AUC and 95% confidence interval (CI) of the mREMS were compared with the AUCs of other scores. Model calibration was assessed using the Hosmer–Lemeshow goodness-of-fit test. RESULTS: The mREMS was significantly better than the RTS at predicting death in road traffic injury patients [mREMS: AUCs, 0.909 (95% CI, 0.866–0.951); RTS: AUCs, 0.859 (95% CI, 0.791–0.927] (p = 0.023). However, the difference between the AUCs of the mREMS and MGAP score was not statistically significant (p = 0.150). The mREMS’ calibration performance was also satisfactory in this dataset based on the Hosmer–Lemeshow goodness-of-fit test (p = 0.277). CONCLUSION: In the road traffic injury population, the mREMS is an excellent predictor of in-hospital mortality. These results can be applied to improve triage. However, this score should be further validated in other trauma centers before nationwide implementation. Elsevier 2022-12-10 /pmc/articles/PMC9768311/ /pubmed/36568674 http://dx.doi.org/10.1016/j.heliyon.2022.e12225 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Phunghassaporn, Naralin
Sukhvibul, Pakkapol
Techapongsatorn, Suphakarn
Tansawet, Amarit
Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center
title Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center
title_full Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center
title_fullStr Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center
title_full_unstemmed Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center
title_short Accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a Bangkok level I trauma center
title_sort accuracy and external validation of the modified rapid emergency medicine score in road traffic injuries in a bangkok level i trauma center
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768311/
https://www.ncbi.nlm.nih.gov/pubmed/36568674
http://dx.doi.org/10.1016/j.heliyon.2022.e12225
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