New preprint: www.medrxiv.org/content/10.6... We built a mechanistic simulator of youth mental health: the Coupled Stochastic Dynamical System (CSDS) ...and tested whether its synthetic people behave like real ones. They do, more than we expected. 🧵
medrxiv.org
The Coupled Stochastic Dynamical System: A Generative Model for Simulating and Forecasting Youth Mental Health Trajectories
Mechanism-informed models that can simulate counterfactual mental-health trajectories remain scarce in digital phenotyping. Most existing approaches either predict outcomes from sensor-derived data wi...