ArticlePloS one2016
Predictive Performance of the Simplified Acute Physiology Score (SAPS) II and the Initial Sequential Organ Failure Assessment (SOFA) Score in Acutely Ill Intensive Care Patients: Post-Hoc Analyses of the SUP-ICU Inception Cohort Study.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Lower versus higher oxygenation targets in critically ill patients with severe hypoxaemia: secondary Bayesian analysis to explore heterogeneous treatment effects in the Handling Oxygenation Targets in the Intensive Care Unit (HOT-ICU) trial.British journal of anaesthesia · 2022Trial
- Application of the respiratory "critical care-sub-critical care-rehabilitation integrated management model" in severe stroke associated pneumonia.BMC pulmonary medicine · 2020Trial
- Impact of early albumin therapy on 28-day survival in ICU patients with septic shock concurrent hypoalbuminemia: a retrospective analysis of combined clinical datasets.World journal of emergency medicine · 2026Article
- Admission Liver Enzyme Elevation Grade for Risk Stratification in Critically Ill Patients: Development and Internal Validation of an Exploratory Prognostic Model.Journal of clinical medicine · 2026Article
- Minimally invasive extracorporeal COCritical care (London, England) · 2026Observational
- Clinical, Biochemical, and Electrocardiographic Predictors of Mortality in Acute Aluminum Phosphide Poisoning.Journal of toxicology · 2026Article
- Comparison of Intensive Care Scoring Systems in Predicting Overall Mortality of Sepsis.Diagnostics (Basel, Switzerland) · 2025Article
- Haemophagocytic lymphohistiocytosis in critically ill adults: a single-centre retrospective ICU cohort study.Frontiers in medicine · 2025Article
- Comparing the Prognostic Impacts of Delayed Administration of Appropriate Antimicrobials in Older Patients with Afebrile and Febrile Community-Onset Bacteremia.Antibiotics (Basel, Switzerland) · 2024Article
- Association between white blood cell-to-haemoglobin ratio and 30 day mortality in heart failure in intensive care unit.ESC heart failure · 2024Article
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- Association and prediction of red blood cell distribution width to albumin ratio in all-cause mortality of acute kidney injury in critically ill patients.Frontiers in medicine · 2023Article
- SOFA Score Plus Impedance Ratio Predicts Mortality in Critically Ill Patients Admitted to the Emergency Department: Retrospective Observational Study.Healthcare (Basel, Switzerland) · 2022Article
- Generalizability challenges of mortality risk prediction models: A retrospective analysis on a multi-center database.PLOS digital health · 2022Article
- Prognostic Effects of Delayed Administration of Appropriate Antimicrobials in Bacteraemic Adults Initially Presenting with Various Body Temperatures.Infection and drug resistance · 2022Article
- Outcomes of hyperlactatemia on admission in critically ill patients with acute myocardial infarction: A retrospective study from MIMIC-IV.Frontiers in endocrinology · 2022Article
- The Use of Different Sepsis Risk Stratification Tools on the Wards and in Emergency Departments Uncovers Different Mortality Risks: Results of the Three Welsh National Multicenter Point-Prevalence Studies.Critical care explorations · 2021Article
- Thrombomodulin gene polymorphism and the occurrence and prognostic value of sepsis acute kidney injury.Medicine · 2021Observational
- Cardiovascular Safety of Clonidine and Dexmedetomidine in Critically Ill Patients after Cardiac Surgery.Critical care research and practice · 2020Article
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5 authors.
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Abstract
purposeSeverity scores including the Simplified Acute Physiology Score (SAPS) II and the Sequential Organ Failure Assessment (SOFA) score are used in intensive care units (ICUs) to assess disease severity, predict mortality and in research. We aimed to assess the predictive performance of SAPS II and the initial SOFA score for in-hospital and 90-day mortality in a contemporary international cohort.
methodsThis was a post-hoc study of the Stress Ulcer Prophylaxis in the Intensive Care Unit (SUP-ICU) inception cohort study, which included acutely ill adults from ICUs across 11 countries (n = 1034). We compared the discrimination of SAPS II and initial SOFA scores, compared the discrimination of SAPS II in our cohort with the original cohort, assessed the calibration of SAPS II customised to our cohort, and compared the discrimination for 90-day mortality vs. in-hospital mortality for both scores. Discrimination was evaluated using areas under the receiver operating characteristics curves (AUROC). Calibration was evaluated using Hosmer-Lemeshow's goodness-of-fit Ĉ-statistic.
resultsAUROC for in-hospital mortality was 0.80 (95% confidence interval (CI) 0.77-0.83) for SAPS II and 0.73 (95% CI 0.69-0.76) for initial SOFA score (P<0.001 for the comparison). Calibration of the customised SAPS II for predicting in-hospital mortality was adequate (P = 0.60). Discrimination of SAPS II was reduced compared with the original SAPS II validation sample (AUROC 0.80 vs. 0.86; P = 0.001). AUROC for 90-day mortality was 0.79 (95% CI 0.76-0.82; P = 0.74 for comparison with in-hospital mortality) for SAPS II and 0.71 (95% CI 0.68-0.75; P = 0.66 for comparison with in-hospital mortality) for the initial SOFA score.
conclusionsThe predictive performance of SAPS II was similar for in-hospital and 90-day mortality and superior to that of the initial SOFA score, but SAPS II's performance has decreased over time. Use of a contemporary severity score with improved predictive performance may be of value.
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