Evaluating LLM calibration in clinical decision support.

Whitepaper on how Healytix measures model 'confidence' before routing a suggestion to a physician's dashboard.

Introduction

In the rapidly evolving landscape of clinical AI, the bottleneck is rarely the model itself. Instead, it's the friction between static patient records and the dynamic logic required for real-time decision support. This research explores how Healytix bridges that gap.

Technical Architecture

Every research we publish is backed by the Healytix Logic Spine. This ensures that the insights discussed here aren't just theoretical — they are executable across any standard hospital infrastructure.