Patient Risk Assessment Modeling Framework

Architect a comprehensive TypeScript framework for patient risk assessment that provides compile-time safety and dynamic modeling capabilities. Create advanced generic types representing different risk factors, implement sophisticated type predicates for multi-dimensional risk calculation, develop a flexible type system that supports various medical risk assessment methodologies, and ensure type-safe integration with machine learning prediction models.