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Design and Performance of a New Severity Score for Intermediate Care
BACKGROUND: Application of illness-severity scores in Intermediate Care Units (ImCU) shows conflicting results. The aim of the study is to design a severity-of-illness score for patients admitted to an ImCU. METHODS: We performed a retrospective observational study in a single academic medical centr...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4485470/ https://www.ncbi.nlm.nih.gov/pubmed/26121578 http://dx.doi.org/10.1371/journal.pone.0130989 |
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author | Alegre, Félix Landecho, Manuel Fortún Huerta, Ana Fernández-Ros, Nerea Martínez-Urbistondo, Diego García, Nicolás Quiroga, Jorge Lucena, Juan Felipe |
author_facet | Alegre, Félix Landecho, Manuel Fortún Huerta, Ana Fernández-Ros, Nerea Martínez-Urbistondo, Diego García, Nicolás Quiroga, Jorge Lucena, Juan Felipe |
author_sort | Alegre, Félix |
collection | PubMed |
description | BACKGROUND: Application of illness-severity scores in Intermediate Care Units (ImCU) shows conflicting results. The aim of the study is to design a severity-of-illness score for patients admitted to an ImCU. METHODS: We performed a retrospective observational study in a single academic medical centre in Pamplona, Spain. Demographics, past medical history, reasons for admission, physiological parameters at admission and during the first 24 hours of ImCU stay, laboratory variables and survival to hospital discharge were recorded. Logistic regression analysis was performed to identify variables for mortality prediction. RESULTS: A total of 743 patients were included. The final multivariable model (derivation cohort = 554 patients) contained only 9 variables obtained at admission to the ImCU: previous length of stay 7 days (6 points), health-care related infection (11), metastatic cancer (9), immunosuppressive therapy (6), Glasgow comma scale 12 (10), need of non-invasive ventilation (14), platelets 50000/mcL (9), urea 0.6 g/L (10) and bilirubin 4 mg/dL (9). The ImCU severity score (ImCUSS) is generated by summing the individual point values, and the formula for determining the expected in-hospital mortality risk is: e(ImCUSS points*0.099 – 4,111) / (1 + e(ImCUSS points*0.099 – 4,11)1). The model showed adequate calibration and discrimination. Performance of ImCUSS (validation cohort = 189 patients) was comparable to that of SAPS II and 3. Hosmer-Lemeshow goodness-of-fit C test was χ(2) 8.078 (p=0.326) and the area under receiver operating curve 0.802. CONCLUSIONS: ImCUSS, specially designed for intermediate care, is based on easy to obtain variables at admission to ImCU. Additionally, it shows a notable performance in terms of calibration and mortality discrimination. |
format | Online Article Text |
id | pubmed-4485470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44854702015-07-02 Design and Performance of a New Severity Score for Intermediate Care Alegre, Félix Landecho, Manuel Fortún Huerta, Ana Fernández-Ros, Nerea Martínez-Urbistondo, Diego García, Nicolás Quiroga, Jorge Lucena, Juan Felipe PLoS One Research Article BACKGROUND: Application of illness-severity scores in Intermediate Care Units (ImCU) shows conflicting results. The aim of the study is to design a severity-of-illness score for patients admitted to an ImCU. METHODS: We performed a retrospective observational study in a single academic medical centre in Pamplona, Spain. Demographics, past medical history, reasons for admission, physiological parameters at admission and during the first 24 hours of ImCU stay, laboratory variables and survival to hospital discharge were recorded. Logistic regression analysis was performed to identify variables for mortality prediction. RESULTS: A total of 743 patients were included. The final multivariable model (derivation cohort = 554 patients) contained only 9 variables obtained at admission to the ImCU: previous length of stay 7 days (6 points), health-care related infection (11), metastatic cancer (9), immunosuppressive therapy (6), Glasgow comma scale 12 (10), need of non-invasive ventilation (14), platelets 50000/mcL (9), urea 0.6 g/L (10) and bilirubin 4 mg/dL (9). The ImCU severity score (ImCUSS) is generated by summing the individual point values, and the formula for determining the expected in-hospital mortality risk is: e(ImCUSS points*0.099 – 4,111) / (1 + e(ImCUSS points*0.099 – 4,11)1). The model showed adequate calibration and discrimination. Performance of ImCUSS (validation cohort = 189 patients) was comparable to that of SAPS II and 3. Hosmer-Lemeshow goodness-of-fit C test was χ(2) 8.078 (p=0.326) and the area under receiver operating curve 0.802. CONCLUSIONS: ImCUSS, specially designed for intermediate care, is based on easy to obtain variables at admission to ImCU. Additionally, it shows a notable performance in terms of calibration and mortality discrimination. Public Library of Science 2015-06-29 /pmc/articles/PMC4485470/ /pubmed/26121578 http://dx.doi.org/10.1371/journal.pone.0130989 Text en © 2015 Alegre et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Alegre, Félix Landecho, Manuel Fortún Huerta, Ana Fernández-Ros, Nerea Martínez-Urbistondo, Diego García, Nicolás Quiroga, Jorge Lucena, Juan Felipe Design and Performance of a New Severity Score for Intermediate Care |
title | Design and Performance of a New Severity Score for Intermediate Care |
title_full | Design and Performance of a New Severity Score for Intermediate Care |
title_fullStr | Design and Performance of a New Severity Score for Intermediate Care |
title_full_unstemmed | Design and Performance of a New Severity Score for Intermediate Care |
title_short | Design and Performance of a New Severity Score for Intermediate Care |
title_sort | design and performance of a new severity score for intermediate care |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4485470/ https://www.ncbi.nlm.nih.gov/pubmed/26121578 http://dx.doi.org/10.1371/journal.pone.0130989 |
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