Behind Epic’s algorithm to detect sepsis before it progresses

Epic Systems’ algorithm to give doctors early warning of sepsis is failing to reliably detect the condition in advance. Casey reports in a new investigation that part of the reason is that the algorithm uses active orders for antibiotics, a treatment for sepsis, as a prediction variable. While that helps improve accuracy, it also means the model is often “alerting” clinicians to something they already know.