Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit

Detalhes bibliográficos
Autor(a) principal: Gonçalves, JP
Data de Publicação: 2015
Outros Autores: Severo, M, Rocha, C, Jardim, J, Mota, T, Ribeiro, A
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10216/114693
Resumo: The study aims were to compare two models (The Pediatric Risk of Mortality III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD-2)) for prediction of mortality in a pediatric intensive care unit (PICU) and recalibrate PELOD-2 in a Portuguese population. To achieve the previous goal, a prospective cohort study to evaluate score performance (standardized mortality ratio, discrimination, and calibration) for both models was performed. A total of 556 patients consecutively admitted to our PICU between January 2011 and December 2012 were included in the analysis. The median age was 65 months, with an interquartile range of 1 month to 17 years. The male-to-female ratio was 1.5. The median length of PICU stay was 3 days. The overall predicted number of deaths using PRISM III score was 30.8 patients whereas that by PELOD-2 was 22.1 patients. The observed mortality was 29 patients. The area under the receiver operating characteristics curve for the two models was 0.92 and 0.94, respectively. The Hosmer and Lemeshow goodness-of-fit test showed a good calibration only for PRISM III (PRISM III: χ 2 = 3.820, p = 0.282; PELOD-2: χ 2 = 9.576, p = 0.022). Conclusions: Both scores had good discrimination. PELOD-2 needs recalibration to be a better reliable prediction tool.
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spelling Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unitThe Pediatric Risk of Mortality IIIPediatric Logistic Organ DysfunctionThe study aims were to compare two models (The Pediatric Risk of Mortality III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD-2)) for prediction of mortality in a pediatric intensive care unit (PICU) and recalibrate PELOD-2 in a Portuguese population. To achieve the previous goal, a prospective cohort study to evaluate score performance (standardized mortality ratio, discrimination, and calibration) for both models was performed. A total of 556 patients consecutively admitted to our PICU between January 2011 and December 2012 were included in the analysis. The median age was 65 months, with an interquartile range of 1 month to 17 years. The male-to-female ratio was 1.5. The median length of PICU stay was 3 days. The overall predicted number of deaths using PRISM III score was 30.8 patients whereas that by PELOD-2 was 22.1 patients. The observed mortality was 29 patients. The area under the receiver operating characteristics curve for the two models was 0.92 and 0.94, respectively. The Hosmer and Lemeshow goodness-of-fit test showed a good calibration only for PRISM III (PRISM III: χ 2 = 3.820, p = 0.282; PELOD-2: χ 2 = 9.576, p = 0.022). Conclusions: Both scores had good discrimination. PELOD-2 needs recalibration to be a better reliable prediction tool.20152015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10216/114693eng0340-6199 10.1007/s00431-015-2533-5Gonçalves, JPSevero, MRocha, CJardim, JMota, TRibeiro, Ainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-29T14:25:34Zoai:repositorio-aberto.up.pt:10216/114693Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:00:59.294076Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
title Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
spellingShingle Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
Gonçalves, JP
The Pediatric Risk of Mortality III
Pediatric Logistic Organ Dysfunction
title_short Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
title_full Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
title_fullStr Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
title_full_unstemmed Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
title_sort Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
author Gonçalves, JP
author_facet Gonçalves, JP
Severo, M
Rocha, C
Jardim, J
Mota, T
Ribeiro, A
author_role author
author2 Severo, M
Rocha, C
Jardim, J
Mota, T
Ribeiro, A
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Gonçalves, JP
Severo, M
Rocha, C
Jardim, J
Mota, T
Ribeiro, A
dc.subject.por.fl_str_mv The Pediatric Risk of Mortality III
Pediatric Logistic Organ Dysfunction
topic The Pediatric Risk of Mortality III
Pediatric Logistic Organ Dysfunction
description The study aims were to compare two models (The Pediatric Risk of Mortality III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD-2)) for prediction of mortality in a pediatric intensive care unit (PICU) and recalibrate PELOD-2 in a Portuguese population. To achieve the previous goal, a prospective cohort study to evaluate score performance (standardized mortality ratio, discrimination, and calibration) for both models was performed. A total of 556 patients consecutively admitted to our PICU between January 2011 and December 2012 were included in the analysis. The median age was 65 months, with an interquartile range of 1 month to 17 years. The male-to-female ratio was 1.5. The median length of PICU stay was 3 days. The overall predicted number of deaths using PRISM III score was 30.8 patients whereas that by PELOD-2 was 22.1 patients. The observed mortality was 29 patients. The area under the receiver operating characteristics curve for the two models was 0.92 and 0.94, respectively. The Hosmer and Lemeshow goodness-of-fit test showed a good calibration only for PRISM III (PRISM III: χ 2 = 3.820, p = 0.282; PELOD-2: χ 2 = 9.576, p = 0.022). Conclusions: Both scores had good discrimination. PELOD-2 needs recalibration to be a better reliable prediction tool.
publishDate 2015
dc.date.none.fl_str_mv 2015
2015-01-01T00:00:00Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10216/114693
url http://hdl.handle.net/10216/114693
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0340-6199 
10.1007/s00431-015-2533-5
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