Ontology highlight
ABSTRACT:
SUBMITTER: Sauer CM
PROVIDER: S-EPMC8501011 | biostudies-literature | 2021 Oct
REPOSITORIES: biostudies-literature

Sauer Christopher M CM Gómez Josep J Botella Manuel Ruiz MR Ziehr David R DR Oldham William M WM Gavidia Giovana G Rodríguez Alejandro A Elbers Paul P Girbes Armand A Bodi Maria M Celi Leo Anthony LA
Scientific reports 20211008 1
While serum lactate level is a predictor of poor clinical outcomes among critically ill patients with sepsis, many have normal serum lactate. A better understanding of this discordance may help differentiate sepsis phenotypes and offer clues to sepsis pathophysiology. Three intensive care unit datasets were utilized. Adult sepsis patients in the highest quartile of illness severity scores were identified. Logistic regression, random forests, and partial least square models were built for each da ...[more]