Clinical Trial: SEPSIS EARLY WARNING: NEWS2 VS MACHINE LEARNING

U.S., July 30 -- ClinicalTrials.gov registry received information related to the study (NCT07734480) titled 'SEPSIS EARLY WARNING: NEWS2 VS MACHINE LEARNING' on July 21.

Brief Summary: This prospective observational study aims to objectively measure the lead-time (the time from the first KDS alert to sepsis diagnosis) of the NEWS2-based clinical decision support system (KDS) and compare its early warning performance with a machine learning model trained on 2000 patients and externally validated. The study seeks to answer the following main questions:

How early does the NEWS2-based KDS provide an alert before sepsis diagnosis?

Does a machine learning model, developed using logistic regression and externally validated in a prospective coho...