The roadmap separates infrastructure stability, workflow pilots, runtime validation, clinician review, longitudinal evidence, and future research-grade publication.
Validate routes, runtime pages, metadata integrity, responsive behavior, docs workspace stability, and explainability surfaces.
Use SoCal and Warangal workflows to test usability, clinician fit, data continuity, and operational boundaries.
Track signal freshness, Twin confidence, recalibration behavior, StateK transitions, and SETPOINT execution continuity.
Compare modeled runtime state against clinician longitudinal interpretation and observational continuity.
Prepare reproducibility evidence, assumptions, limitations, methodology artifacts, and future study design packages.
Confirms site, APIs, navigation, metadata integrity, mobile behavior, and runtime explainability stability.
Confirms longitudinal usability, clinician fit, data continuity, and workflow sustainability.
Confirms reproducibility, bounded assumptions, confidence behavior, and methodology transparency.
Diagnosis and treatment remain clinician-governed and outside autonomous DT4H outputs.
Evaluate whether Twin trajectories remain longitudinally stable across changing evidence conditions.
Measure repeatability and resilience interpretation under adaptive gameplay conditions.
Study how cohort priors and personal runtime evidence converge over time.
Evaluate whether adaptive execution loops improve continuity and adherence behavior.