mirror of
https://github.com/MBombeck/HealthLog.git
synced 2026-11-09 13:01:00 +00:00
feat(coach): adherence storyline, changepoint engine, signal-trust, n-of-1 substrate
Add the medication-class to target-vital map and the adherence-to-vital storyline so the Coach can surface, association-only, when an adherence dip lines up with a drift in the vital that medication targets. Never causal, never a dose-change suggestion; dose questions defer to the prescriber. Add an in-repo CUSUM / binary-segmentation changepoint detector over DAY rollups with a high firing bar (persistence plus within-segment-spread magnitude) so the Coach can name a dated, sustained level shift instead of a vague "lately", and stays silent when no break clears the bar. Surface which source recovery is read from when two sources materially diverge, with the honest reason, instead of silently averaging. Lay the n-of-1 experiment substrate: a nullable encrypted outcome column on coach_plans (migration 0197), the review_due / reviewed lifecycle statuses wired into the encrypted-column registry and rotation script, and a daily worker that reads the experiment result back in the user's own before/after numbers — association-only, honest-null, no cheerlead on an adverse trend, and routing a worsened vital to the clinician. The user-visible read-back stays behind COACH_EXPERIMENT_VERDICT until its review cases clear. Extend the outbound dose screen to catch experiment-shaped dose changes (halve / skip / stop a medication to test it). Add evaluation cases and unit tests for each new surface.
This commit is contained in:
1 parent
3b74b108a1
commit
7ad32f7ab1
24 files changed
+2067
-4
No files matched your search
@@ -4676,6 +4676,8 @@ paths:
|
||||
- active
|
||||
- met
|
||||
- abandoned
|
||||
- review_due
|
||||
- reviewed
|
||||
description: Filter to a single lifecycle status. Omit for the non-terminal set (proposed + active).
|
||||
responses:
|
||||
"200":
|
||||
@@ -4724,6 +4726,8 @@ paths:
|
||||
- active
|
||||
- met
|
||||
- abandoned
|
||||
- review_due
|
||||
- reviewed
|
||||
reviewDate:
|
||||
anyOf:
|
||||
- type: string
|
||||
@@ -17208,6 +17212,8 @@ components:
|
||||
- active
|
||||
- met
|
||||
- abandoned
|
||||
- review_due
|
||||
- reviewed
|
||||
description: "App-side lifecycle: proposed | active | met | abandoned."
|
||||
reviewDate:
|
||||
anyOf:
|
||||
|
||||
Reference in new issue
Block a user