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Validation of SAPS 3 for predicting in-hospital mortality in patients with haematological malignancy requiring ICU
Sebastián Gil-Tamayo1,2, Cándida Díaz-Brochero1,2, Julio Solano1,3
1Pontificia Universidad Javeriana, Bogotá, Colombia.
Abstract:
Prognostic systems predicting death risk may vary for patients with haematological malignancies needing ICU care. This study externally validated SAPS 3 using a retrospective cohort of adults with these conditions in the ICU. The score was calculated at admission using the general and South America-adjusted formulas. Mortality discrimination was assessed via AUC-ROC, and calibration by Hosmer-Lemeshow goodness-of-fit and graphical analysis with a calibration belt. The analysis included 273 admissions, with 119 deaths. Discriminative capacity was low (AUC-ROC 0.56, CI 95% 0.49-0.63). There was a poor correlation between expected and observed events across all risk deciles (Hosmer-Lemeshow 10.45, p = 0.0635). Similar results were found with the South America-adjusted formula. SAPS 3 does not effectively discriminate between survivors and non-survivors, underestimating risk in low-risk groups and overestimating it in high-risk groups. Mortality risk estimation in this scenario should rely on clinical judgment.
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