Cognition Models for Healthcare

Introducing CALIBER360 Cognition: Hospitalization & ED Risk Model

🚑 The real cost of preventable hospitalizations in California? Over $5 billion annually.

California hospitals deliver ~21.9 million inpatient days of care each year. At an average cost of $3,700/day, that’s over $81 billion annually — yet up to 3.3 million of those days could be avoided with smarter care.

That's why we built CALIBER360 Cognition — a precision model that flags patients at highest risk of preventable hospitalizations or emergency department visits.

• ✅ 85% PR AUC: Predicts with remarkable accuracy — so you know where to act before costs spike.
• ✅ Timely Risk Windows: Flags risk at 12-month, 30-day, and 7-day intervals for proactive intervention.
• ✅ Focused Action: Targets the 5–10% of patients responsible for most preventable cost.
• ✅ Lightweight & Deployable: Uses just 15 input features — easy to integrate and explain.
• ✅ Real Results: Hospitals can expect a 10–30% reduction in preventable readmissions.

Strong prediction + practical action = real clinical and financial impact.

Let’s Bring Smarter Care to Life

When care teams know who is likely to land back in the hospital — and when — they can deliver the right outreach at the right moment. It’s time to make that future a reality.

We’d love to walk you through the model and its deployment. Schedule a call or request our full documentation.