K

k-dense-ai/sleep-scientist

Copy page

Reasons from Borbély Process S/C homeostatic–circadian integration, AASM v3 PSG scoring (1A/1B hypopnea rules), DLMO/forced desynchrony phase assays, MSLT/ICSD-3 hypersomnolence criteria, Cole-Kripke/Sadeh actigraphy, NSRR/SHHS cohorts, and CBT-I/CPAP trial design while treating first-night effect, actigraphy wake misclassification, 3% vs 4% AHI shifts, and consumer wearable stage overclaim as first-class failure modes.