From 1048 raw resources → a single state vector with trend, volatility, and cross-axis coupling features.
Resting autonomic tone stressed; activity capacity trend declining.
Mood/anxiety composite subthreshold symptoms; 6-mo delta worsening.
Cardiometabolic risk posture rising; panel shows multi-axis drift over the window (-9 pts).
Sleep architecture insufficient; delta -47 pts.
Perceived stress + autonomic markers dysregulated; delta -41 pts.
- · RHR 61.2 → 71.9 bpm
- · HRV 52.34 → 36.33 ms
- · PHQ-9 6 (mild range)
- · ISI 9 (sub-threshold insomnia)
- · PSS-10 17 (moderate stress)
- · Sleep 6.13h (baseline 7.64h)
- · Steps 6532.94/d (baseline 9662.7/d)
- r(sleep_hours, hrv) = +0.48 · HRV rises on nights with adequate sleep (autonomic recovery coupled to sleep debt).
- r(rhr, hrv) = -0.63 · RHR and HRV anti-correlated (classical sympathetic load signature).
- r(steps, hrv) = +0.49 · Active days associate with higher next-morning HRV.
Click Run reasoning to stream a medical LLM's assessment of the digital identity above. The full state vector (axes, series, flags, cross-axis couplings, notes) is passed in as JSON, with a clinical system prompt.
- · Sympathetic activation signature
- · Mood-sleep-stress triad elevated
- · Lifestyle-load shift
Toggle Wearables off and re-run. Watch the model lose the autonomic + activity axes, and notice how the assessment softens because the stress-metabolic signal collapses without RHR/HRV/steps.