How the Human Efficiency Score is built: transparent sourcing, no silent defaults, and a clear boundary between what science supports and what our product decides.
The Human Efficiency Score (HES) is a consumer wellness index, not a medical device, diagnosis or clinical prediction tool. It combines whatever you've actually connected -- a guided camera scan, optional wearables, optional lab results -- and never fills a gap with an invented value.
Nutrition & Metabolism (25%), Recovery & Rhythm (22%), Sleep (20%), Training & Body (18%) and Mental & Resilience (15%). A pillar with no usable data is excluded rather than guessed at, and the remaining weights renormalize -- we don't publish the exact formula.
SpO2, PTT and optical glucose: a phone camera has no infrared channel, so a camera-based estimate isn't a validated measurement. Genetic and epigenetic data: out of scope entirely. Clinical alert thresholds: the engine generates no medical alerts or diagnostic flags. Silent imputation: a missing signal is excluded, never filled in with a default.
Every methodology claim here is checked against published research on digital biomarkers, wearable accuracy, rPPG-derived HRV versus ECG, and HRV measurement standards (Macias Alonso et al. 2024; Motahari-Nezhad et al. 2022; Castiglioni et al. 2022; Shaffer & Ginsberg 2017; the 1996 ESC/NASPE Task Force standard; Nelson et al. 2020, among others).
Quantum Khor does not diagnose, treat, cure or prevent any disease or condition, and never replaces a doctor. If you have a medical condition, are pregnant, or take relevant medication, treat the score as contextual information only and keep your doctor in the loop.
Quantum Khor is a wellness companion, not a medical device. It does not diagnose, treat or prevent any condition.