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 in | Intensive care medicine Vol. 31; no. 2; pp. 243 - 249 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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. |
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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 |
Author_xml | – sequence: 1 givenname: André Carlos surname: KAJDACSY-BALLA AMARAL fullname: KAJDACSY-BALLA AMARAL, André Carlos organization: Department of Intensive Care, Erasme Hospital, Free University of Brussels, Route de Lennik 808, 1070 Brussels, Belgium – sequence: 2 givenname: Fabio surname: MOREIRA ANDRADE fullname: MOREIRA ANDRADE, Fabio organization: Department of Intensive Care, Erasme Hospital, Free University of Brussels, Route de Lennik 808, 1070 Brussels, Belgium – sequence: 3 givenname: Rui surname: MORENO fullname: MORENO, Rui organization: Department of Intensive Care, Hospital de St. António dos Capuchos, Portugal – sequence: 4 givenname: Antonio surname: ARTIGAS fullname: ARTIGAS, Antonio organization: Critical Care Center, Sabadell Hospital, Red GIRA G03/063, Parc Tauli University Institute, Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain – sequence: 5 givenname: Francis surname: CANTRAINE fullname: CANTRAINE, Francis organization: School of Medicine, Free University of Brussels, Brussels, Belgium – sequence: 6 givenname: Jean-Louis surname: VINCENT fullname: VINCENT, Jean-Louis organization: Department of Intensive Care, Erasme Hospital, Free University of Brussels, Route de Lennik 808, 1070 Brussels, Belgium |
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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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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 |
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