Commit Graph
5 Commits
Author SHA1 Message Date
Marc-André Bombeck 64a92fd392 Publish which blood-pressure axis set the pillar score
The score is the worse of the systolic and diastolic sub-scores, and
until now nothing said which one it was or how far over its ceiling the
reading sat. The grader now returns that basis together with the score,
as one value, and it is carried as one value all the way to the pillar
so an explanation can never belong to a different grading run than the
number it explains.
2026-07-31 11:04:20 +02:00
Marc-André Bombeck c91558f18f feat(analytics): replace health score with reference composite 2026-07-28 21:10:15 +02:00
Marc-André Bombeck 1f4ba5939d style: apply prettier across the tree
One-shot prettier pass so the new format:check gate starts from a clean
baseline. Formatting only — no behaviour change. Generator-owned and
vendored artifacts stay untouched via .prettierignore.
2026-06-19 22:20:31 +02:00
Marc-André Bombeck e7641288fe fix(health-score): smooth the hypotension curve and align rollup and live grading
Close four findings from the health-score audit:

- Hypotension cliff: the below-floor branch reused the over-target table,
  so 1 mmHg under the clinical floor dropped from 100 to ~81 — a 19-point
  discontinuity. A dedicated under-floor curve now starts at 100 AT the
  floor and descends smoothly (floor-10->70, -20->45, -30->20), so the
  score is continuous on both sides of every boundary on both axes.
- Rollup vs live divergence: the graded BP score weighed a high-variance
  day 1:1 on the rollup path (one per-day-mean pair) but N:1 on the live
  path (N per-event pairs), drifting the pillar by up to ~20 points
  depending on DAY-bucket warmth. gradeBpScoreFromSeries now takes an
  optional per-pair count; the rollup path passes perDayPairCount so both
  paths produce the same score for the same data.
- Resting proxy degenerate days: a day with fewer than three PULSE
  samples no longer contributes a resting estimate, so a lone workout
  reading can't masquerade as resting HR.
- Pulse-status proxy day boundary: thread the user's timezone into the
  resting-proxy day-key so it buckets identically to the targets route.

Fairness anchors unchanged (134/87 -> 57, 165/105 -> 22).
2026-06-07 18:16:38 +02:00
Marc-André Bombeck 60359dbcb7 fix(health-score): grade the blood-pressure pillar by clinical proximity
The BP pillar value equalled the binary all-time in-target rate: the
share of paired readings where both systolic and diastolic sat at or
below the age-band ceiling. A borderline stage-1 profile (diastolic a
few mmHg over the ceiling on most readings) collapsed the pillar to the
teens even though the reading is "a bit high", not catastrophic — and
improvement never surfaced because the rate is all-time and binary.

Replace the binary rate AS THE SCORE with a smooth clinical-proximity
grade. A recency-weighted representative reading (45-day half-life) is
mapped per axis onto a 0-100 curve anchored on the same age-band ceiling
the rest of the app uses — optimal ≈ 100, at the ceiling ≈ 85, then
piecewise-linear down through the over-target bands; hypotension is
penalised symmetrically below the clinical floors. The pillar takes the
worse of the two axes, so an elevated diastolic counts without
binary-zeroing the result. A 134/87 profile against a 129/79 ceiling now
reads in the mid-50s.

The in-target rate stays available as a secondary "X% of readings in
range" stat. The healthScore.components.bp shape is unchanged — only the
value moves.
2026-06-07 17:36:13 +02:00