Use Case / Pregnancy
DT4H supports pregnancy workflows through trimester-aware longitudinal context.
The pregnancy use case connects care history, trimester context, recovery, symptoms, stress, sleep, and SETPOINT feedback into a bounded calibrated Twin.
Pregnancy model flow #
SIGNALSPregnancy ContextTrimester · symptoms · vitals · labs · sleep · recovery
→
DT4HPregnancy TwinCohort priors · care history · reference context · calibration
→
STATEKCurrent StateConfidence · trajectory · readiness · review posture
→
SETPOINTSupport LoopPractices · education · check-ins · outcomes
Signal domains #
01Trimester context
State interpretation changes across trimester and care phase.
02Symptoms + recovery
Fatigue, nausea, sleep, stress, movement, and recovery patterns.
03Clinical history
Prior pregnancies, risk context, labs, medication, and visit patterns.
04Behavior support
Hydration, movement, breathing, rest, and education practices.
05Care coordination
Clinician review, escalation boundaries, and workflow continuity.
06Outcome feedback
Check-ins and practice outcomes recalibrate the Twin over time.
Clinical boundaries #
Appropriate RoleSupportive longitudinal layer
- Track non-diagnostic longitudinal context.
- Support care continuity and patient education.
- Surface confidence and signal freshness.
- Preserve clinician review boundaries.
BoundaryNot autonomous pregnancy care
- Not fetal or maternal diagnosis.
- Not triage replacement.
- Not emergency guidance.
- Not substitute for prenatal care.
System lineageDT4H→Twin→StateK→SETPOINT→Outcomes→Recalibration
Infrastructure boundaryDT4H models cohorts, Twins, calibration, and runtime state. It does not diagnose, prescribe, or replace licensed clinical judgment.