A unified systems diagram connecting transactional history, physiological signals, behavioral systems, clinician intelligence, cohort modeling, StateK computation, SETPOINT execution, and recalibration.
Encounters · labs · notes · referrals
Sleep · HRV · recovery · movement
Reaction · adaptation · resilience
Heuristics · interpretation · continuity
PubMed · NIH · cohorts · runtime learning
Similarity · trajectories · variance envelopes
Twin initialization · calibration · confidence · trajectory · adaptive longitudinal state
Readiness · transition · uncertainty · drift
Protocols · practices · outcomes · check-ins
Outcomes · adherence · recovery · engagement · clinician review · confidence evolution
DT4H models adaptive trajectories instead of isolated snapshots.
Confidence and state evolve continuously through evidence.
SETPOINT outcomes become new evidence for Twin recalibration.
DT4H remains bounded as adaptive infrastructure support.