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Customization and external validation of the Simplified Mortality Score for the Intensive Care Unit (SMS-ICU) in Brazilian critically ill patients
- Source :
- Zampieri, F G, Granholm, A, Møller, M H, Scotti, A V, Alves, A, Cabral, M M, Sousa, M F, Balieiro, H M, Hortala, C C, Filho, E M R, Perecmanis, E, de Magalhães Menezes, M A, Moreira, C E N, Moralez, G M, Bafi, A T, de Carvalho, C B, Salluh, J I F, Bozza, F A, Perner, A & Soares, M 2020, ' Customization and external validation of the Simplified Mortality Score for the Intensive Care Unit (SMS-ICU) in Brazilian critically ill patients ', Journal of Critical Care, vol. 59, pp. 94-100 . https://doi.org/10.1016/j.jcrc.2020.05.016
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Purpose: To customize and externally validate the recently proposed Simplified Mortality Score for the ICU (SMS-ICU, a simple score for 90-day mortality that has no need for ancillary testing results) for in-hospital mortality and to compare its performance to SAPS 3. Material and methods: We used data from two distinct large cohorts of adult Brazilian patients with unplanned ICU admissions to perform a first-level customization (43,017 patients admitted to 78 ICUs) of the original SMS-ICU score for in-hospital mortality and, sequentially, externally validate it (313,365 patients admitted to 99 ICUs). Performance of SMS-ICU was assessed through measurements of discrimination and calibration and compared with SAPS 3. Results: In the validation cohort, median SMS-ICU was 13 (IQR 8-16) points and median SAPS 3 was 44 (IQR 36-51). Discrimination of SMS-ICU was good (AUC 0.817; 95% CI 0.814-0.819) but slightly lower than of SAPS 3 (AUC 0.845; 95% CI 0.843-0.848;). The customized SMS-ICU predictions were comparable to SAPS 3 in terms of calibration. Conclusion: In this external validation of the SMS-ICU in a large Brazilian cohort, we observed good discrimination of SMS-ICU and acceptable calibration after first-level customization. SMS-ICU can be used as a measure of illness severity for acutely admitted ICU patients in clinical studies.
- Subjects :
- Adult
Male
medicine.medical_specialty
Icu patients
Critical Illness
health care facilities, manpower, and services
Illness severity scores
Critical Care and Intensive Care Medicine
Severity of Illness Index
law.invention
Cohort Studies
03 medical and health sciences
0302 clinical medicine
law
Humans
Medicine
Illness severity
Hospital Mortality
Aged
Outcome
Aged, 80 and over
Simplified Acute Physiology Score
business.industry
Critically ill
External validation
030208 emergency & critical care medicine
Middle Aged
Intensive care unit
Hospitalization
Intensive Care Units
Critical care
030228 respiratory system
Calibration
Emergency medicine
Cohort
Female
business
Validation cohort
Brazil
Subjects
Details
- ISSN :
- 08839441
- Volume :
- 59
- Database :
- OpenAIRE
- Journal :
- Journal of Critical Care
- Accession number :
- edsair.doi.dedup.....c620416bc755dc6b4c28bacf24e5b9bc