Methodology showcased at QIPC 2026

The methodology and acute management module were peer-reviewed and showcased at the 7th International Qatar Pharmacy Conference (QIPC) 2026. Regression tests on 500 reports showed 94 percent predictive accuracy.

The same work describes an eight-week predictive window: the velocity of failure between gut and blood markers, used to see metabolic collapse before it becomes a clinical event.