Use of the sequential organ failure: Assessment score as a severity score

To evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries. Analysis of a prospectively collected database. Patients with ICU stay longer than 2 days were studied to develop a mortality prediction model based on measurement...

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Published inIntensive care medicine Vol. 31; no. 2; pp. 243 - 249
Main Authors KAJDACSY-BALLA AMARAL, André Carlos, MOREIRA ANDRADE, Fabio, MORENO, Rui, ARTIGAS, Antonio, CANTRAINE, Francis, VINCENT, Jean-Louis
Format Journal Article
LanguageEnglish
Published Heidelberg Springer 01.02.2005
Berlin Springer Nature B.V
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Abstract To evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries. Analysis of a prospectively collected database. Patients with ICU stay longer than 2 days were studied to develop a mortality prediction model based on measurements of organ dysfunction. 748 patients from six countries. Two logistic regression models were constructed, one based on the SOFA maximum (SOFA Max model) and the other on variables identified by multivariate regression (SOFA Max-infection model). The H and C statistics had a p value above 0.05 for both models, but the D statistics showed a poor performance on the SOFA Max model when stratified for the presence of infection. Subsequent analysis was performed with SOFA Max-infection model. The area under the curve was 0.853. There were no statistically significant differences in observed and predicted mortalities except for one country which had a higher than predicted ICU mortality both in the overall population (28.3 vs. 19.1%) and in the noninfected patients (21.4 vs. 12.6%). The SOFA Max adjusted for age and the presence of infection can predict mortality in this population, but in one country the ICU mortality was higher than expected. Our data do not allow us to determine the reasons behind these differences, and further studies to detect differences in mortality between countries and to elucidate the basis for these differences should be encouraged.
AbstractList OBJECTIVETo evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries.DESIGN AND SETTINGAnalysis of a prospectively collected database. Patients with ICU stay longer than 2 days were studied to develop a mortality prediction model based on measurements of organ dysfunction.PATIENTS748 patients from six countries.MEASUREMENTS AND RESULTSTwo logistic regression models were constructed, one based on the SOFA maximum (SOFA Max model) and the other on variables identified by multivariate regression (SOFA Max-infection model). The H and C statistics had a p value above 0.05 for both models, but the D statistics showed a poor performance on the SOFA Max model when stratified for the presence of infection. Subsequent analysis was performed with SOFA Max-infection model. The area under the curve was 0.853. There were no statistically significant differences in observed and predicted mortalities except for one country which had a higher than predicted ICU mortality both in the overall population (28.3 vs. 19.1%) and in the noninfected patients (21.4 vs. 12.6%).CONCLUSIONSThe SOFA Max adjusted for age and the presence of infection can predict mortality in this population, but in one country the ICU mortality was higher than expected. Our data do not allow us to determine the reasons behind these differences, and further studies to detect differences in mortality between countries and to elucidate the basis for these differences should be encouraged.
To evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries. Analysis of a prospectively collected database. Patients with ICU stay longer than 2 days were studied to develop a mortality prediction model based on measurements of organ dysfunction. 748 patients from six countries. Two logistic regression models were constructed, one based on the SOFA maximum (SOFA Max model) and the other on variables identified by multivariate regression (SOFA Max-infection model). The H and C statistics had a p value above 0.05 for both models, but the D statistics showed a poor performance on the SOFA Max model when stratified for the presence of infection. Subsequent analysis was performed with SOFA Max-infection model. The area under the curve was 0.853. There were no statistically significant differences in observed and predicted mortalities except for one country which had a higher than predicted ICU mortality both in the overall population (28.3 vs. 19.1%) and in the noninfected patients (21.4 vs. 12.6%). The SOFA Max adjusted for age and the presence of infection can predict mortality in this population, but in one country the ICU mortality was higher than expected. Our data do not allow us to determine the reasons behind these differences, and further studies to detect differences in mortality between countries and to elucidate the basis for these differences should be encouraged.
To evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries. Analysis of a prospectively collected database. Patients with ICU stay longer than 2 days were studied to develop a mortality prediction model based on measurements of organ dysfunction. 748 patients from six countries. Two logistic regression models were constructed, one based on the SOFA maximum (SOFA Max model) and the other on variables identified by multivariate regression (SOFA Max-infection model). The H and C statistics had a p value above 0.05 for both models, but the D statistics showed a poor performance on the SOFA Max model when stratified for the presence of infection. Subsequent analysis was performed with SOFA Max-infection model. The area under the curve was 0.853. There were no statistically significant differences in observed and predicted mortalities except for one country which had a higher than predicted ICU mortality both in the overall population (28.3 vs. 19.1%) and in the noninfected patients (21.4 vs. 12.6%). The SOFA Max adjusted for age and the presence of infection can predict mortality in this population, but in one country the ICU mortality was higher than expected. Our data do not allow us to determine the reasons behind these differences, and further studies to detect differences in mortality between countries and to elucidate the basis for these differences should be encouraged.
Author KAJDACSY-BALLA AMARAL, André Carlos
CANTRAINE, Francis
MORENO, Rui
ARTIGAS, Antonio
VINCENT, Jean-Louis
MOREIRA ANDRADE, Fabio
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Issue 2
Keywords Infection
Intensive care
Outcome
Severity score
Organ dysfunction
Resuscitation
International
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Snippet To evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries. Analysis of a...
To evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries. Analysis of a...
OBJECTIVETo evaluate whether the SOFA score can be used to develop a model to predict intensive care unit (ICU) mortality in different countries.DESIGN AND...
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StartPage 243
SubjectTerms Analysis of Variance
Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy
Biological and medical sciences
Clinical death. Palliative care. Organ gift and preservation
Emergency and intensive respiratory care
Female
Hospital Mortality
Humans
Infections
Intensive care
Intensive care medicine
Intensive Care Units
Logistic Models
Male
Medical sciences
Middle Aged
Mortality
Multiple Organ Failure - mortality
Patients
Physiology
Predictive Value of Tests
Prospective Studies
Regression analysis
Severity of Illness Index
Survival Rate
Title Use of the sequential organ failure: Assessment score as a severity score
URI https://www.ncbi.nlm.nih.gov/pubmed/15668764
https://www.proquest.com/docview/216210017
https://search.proquest.com/docview/67423950
Volume 31
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