Weekly Longitudinal Report
Weekly longitudinal research return.
This participant-facing surface stays inside the same route logic, baseline framing, confidence rules, and caveat structure as the research engine underneath it. It is a weekly longitudinal readout, not a consumer sleep score and not a diagnostic claim.
Within this weekly window, the clearest repeated departure from the participant baseline appeared in sleep continuity under the next-day stress burden frame, with the overall week reading as clearly shifted.
Week At A Glance
The current window supports a weekly interpretation, not a single-night claim.
moderate confidence
clearly shifted
This weekly readout is based on 6 usable nights and 6 matched day reports. The current confidence label is moderate confidence.
The strongest repeated night pattern was concentrated in sleep continuity, which surfaced across 3 nights in the current window.
This week did not yet contain a repeated night-to-day pattern strong enough to support a firmer burden statement.
Dominant Domains
The clearest night domains inside the current window.
These are the recurring areas of the night signal that surfaced most consistently in the weekly window.
Mean domain prominence 0.03.
Mean domain prominence 0.12.
Mean domain prominence 0.13.
Shift Vs Baseline
What moved away from the recent participant reference.
These shifts stay participant-relative. The point is not whether a value looks globally high or low, but whether it moved away from your own recent pattern.
- lifesnaps minutes after wakeup previous nighthigher than usual · mean absolute shift 8.09
- 7-night mean of Time in bedlower than usual · mean absolute shift 2.24
- lifesnaps exertion points pctlower than usual · mean absolute shift 1.99
- 3-night variability of lifesnaps nightly temperature chigher than usual · mean absolute shift 1.74
- conf sedentary minuteshigher than usual · mean absolute shift 1.28
Observed Links
What this week suggests about night patterns and next-day burden.
These are observational links inside the current weekly window. They are not causal statements.
- No clear repeated linkThe week stayed readable, but not strong enough for a firmer night-to-day pattern statement.
Review Nights
The nights worth reviewing more closely.
This keeps the report concrete without pretending that every night is equally informative.
- Most shifted night2022-01-21 · burden 7.00 · largest baseline-relative deviation across the main drivers in this window
- Most stable night2022-01-22 · burden 7.00 · closest to the recent participant reference across the main drivers
- Highest burden follow-up2022-01-17 · burden 7.50 · night linked to the highest observed burden inside the weekly window
- Night with the weakest signal2022-01-21 · burden 7.00 · night most constrained by missingness or signal quality
Limits
The weekly reading only remains useful if its limits stay visible.
The participant-facing layer keeps the same caution structure as the core engine.
- No major weekly cautions.
- This report is not a diagnosis and should not be read as a disease-risk statement.
- This weekly view summarizes repeated patterns, not a single-night truth.
- This first participant-facing report is currently limited to the next-day stress burden frame over route LifeSnaps D+1 contextual forecasting.
- Keep tracking repeated daily burden on the same scale so that night-to-day links stay comparable.
- Continue tracking awakenings, wake after sleep onset, or any sleep-fragmentation proxy available in the cohort.
- More complete matched nights would make this weekly picture more stable.