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Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study
BACKGROUND: The aim of the Simplified Acute Physiology Score (SAPS) II and SAPS 3 is to predict the mortality of patients admitted to intensive care units (ICUs). Previous studies have suggested that the calibration of these scores may vary across countries, centers, and/or characteristics of patien...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5379500/ https://www.ncbi.nlm.nih.gov/pubmed/28376908 http://dx.doi.org/10.1186/s13054-017-1673-6 |
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author | Poncet, Antoine Perneger, Thomas V. Merlani, Paolo Capuzzo, Maurizia Combescure, Christophe |
author_facet | Poncet, Antoine Perneger, Thomas V. Merlani, Paolo Capuzzo, Maurizia Combescure, Christophe |
author_sort | Poncet, Antoine |
collection | PubMed |
description | BACKGROUND: The aim of the Simplified Acute Physiology Score (SAPS) II and SAPS 3 is to predict the mortality of patients admitted to intensive care units (ICUs). Previous studies have suggested that the calibration of these scores may vary across countries, centers, and/or characteristics of patients. In the present study, we aimed to assess determinants of the calibration of these scores. METHODS: We assessed the calibration of the SAPS II and SAPS 3 scores among 5266 patients admitted to ICUs during a 4-week period at 120 centers in 17 European countries. We obtained calibration curves, Brier scores, and standardized mortality ratios. Points attributed to SAPS items were reevaluated and compared with those of the original scores. Finally, we tested associations between the calibration and center characteristics. RESULTS: The mortality was overestimated by both scores: The standardized mortality ratios were 0.75 (95% CI 0.71–0.79) for the SAPS II score and 0.91 (95% CI 0.86–0.96) for the SAPS 3 score. This overestimation was partially explained by changes in associations between some items of the scores and mortality, especially the heart rate, Glasgow Coma Scale score, and diagnosis of AIDS for SAPS II. The calibration of both scores was better in countries with low health expenditures. The between-center variability in calibration curves was much greater than expected by chance. CONCLUSIONS: Both scores overestimate current mortality among European ICU patients. The magnitude of the miscalibration of SAPS II and SAPS 3 scores depends not only on patient characteristics but also on center characteristics. Furthermore, much between-center variability in calibration remains unexplained by these factors. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT01422070. Registered 19 August 2011. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13054-017-1673-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5379500 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-53795002017-04-07 Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study Poncet, Antoine Perneger, Thomas V. Merlani, Paolo Capuzzo, Maurizia Combescure, Christophe Crit Care Research BACKGROUND: The aim of the Simplified Acute Physiology Score (SAPS) II and SAPS 3 is to predict the mortality of patients admitted to intensive care units (ICUs). Previous studies have suggested that the calibration of these scores may vary across countries, centers, and/or characteristics of patients. In the present study, we aimed to assess determinants of the calibration of these scores. METHODS: We assessed the calibration of the SAPS II and SAPS 3 scores among 5266 patients admitted to ICUs during a 4-week period at 120 centers in 17 European countries. We obtained calibration curves, Brier scores, and standardized mortality ratios. Points attributed to SAPS items were reevaluated and compared with those of the original scores. Finally, we tested associations between the calibration and center characteristics. RESULTS: The mortality was overestimated by both scores: The standardized mortality ratios were 0.75 (95% CI 0.71–0.79) for the SAPS II score and 0.91 (95% CI 0.86–0.96) for the SAPS 3 score. This overestimation was partially explained by changes in associations between some items of the scores and mortality, especially the heart rate, Glasgow Coma Scale score, and diagnosis of AIDS for SAPS II. The calibration of both scores was better in countries with low health expenditures. The between-center variability in calibration curves was much greater than expected by chance. CONCLUSIONS: Both scores overestimate current mortality among European ICU patients. The magnitude of the miscalibration of SAPS II and SAPS 3 scores depends not only on patient characteristics but also on center characteristics. Furthermore, much between-center variability in calibration remains unexplained by these factors. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT01422070. Registered 19 August 2011. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13054-017-1673-6) contains supplementary material, which is available to authorized users. BioMed Central 2017-04-04 /pmc/articles/PMC5379500/ /pubmed/28376908 http://dx.doi.org/10.1186/s13054-017-1673-6 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Poncet, Antoine Perneger, Thomas V. Merlani, Paolo Capuzzo, Maurizia Combescure, Christophe Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study |
title | Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study |
title_full | Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study |
title_fullStr | Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study |
title_full_unstemmed | Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study |
title_short | Determinants of the calibration of SAPS II and SAPS 3 mortality scores in intensive care: a European multicenter study |
title_sort | determinants of the calibration of saps ii and saps 3 mortality scores in intensive care: a european multicenter study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5379500/ https://www.ncbi.nlm.nih.gov/pubmed/28376908 http://dx.doi.org/10.1186/s13054-017-1673-6 |
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