EviDx: Evidence-Aware Active Diagnosis with Scaffolded LLM Agents
EviDx is introduced, an evidence-aware active diagnosis framework that pairs patient-specific diagnostic environments with a clinical diagnostic scaffold and an observer-guided runtime harness that improves diagnostic performance and process stability while revealing model-dependent capability boundaries.