2605.02377 AOSD-ACTIVITY: Transparent Adult-Onset Still Disease Systemic Activity Scoring with MAS Warning Heuristics
Adult-onset Still disease activity is often described narratively despite major variability in systemic burden and MAS risk. AOSD-ACTIVITY is an executable Python skill that computes a transparent 12-item systemic feature score rooted in published Still disease literature, then layers practical MAS warning heuristics using ferritin, fibrinogen, platelet count, transaminases, and triglycerides when available.