Evaluating the influence of data collector training for predictive risk of death models: an observational study.

Background: Severity-of-illness scoring systems are widely used for quality assurance and research. Although validated by trained data collectors, there is little data on the accuracy of real-world data collection practices.

Objective: To evaluate the influence of formal data collection training on the accuracy of scoring system data in intensive care units (ICUs).