Readiness verdicts now ride additively on /api/upload and /api/confirm-visit:
- core/worklist_readiness.py: ReadinessIndex — row-to-line membership resolved
through the dedup group key (patient_id, device_type, DOS), never re-derived
from a row's own plan_type (kills a reviewer-reproduced false green)
- RecordOut gains plan_type / readiness_status / readiness_items (additive,
default None); UploadResponse gains readiness_stats (reconciles with rows)
- Minimal plan_type CSV mapping (client-supplied, lowercased+trimmed, never
guessed) per the umbrella reactivation plan; full enforcement lands in P5
- Fixes pre-existing record_lookup miss for order-numbered CSVs; fallback
fields now come from the dedup MergedShipment (latest-non-null, collected
order numbers) so doc_state and the verdict grade from the same values
- confirm-visit normalizes plan_type identically to the CSV path
Verification: 132 tests green (108 baseline + 24 wiring/regression);
adversarial 3-lens review + refutation pass (7 findings confirmed, all fixed,
regression-locked); independent code-auditor verdict SHIP; Pi E2E 33/33.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Captured on Fable before access ends. Two grounded, execute-from starter
templates under docs/build-plans/:
- 01-readiness-model-wiring.md: wire dedup+readiness into the live pipeline
via a post-process orchestrator (avoids the dedup->coverage_calculator
circular import); flags that the normalizer does not yet ingest plan_type,
so every live verdict reads 'Plan Type Needed' until a plan_type column is mapped.
- 02-readiness-model-completion.md: P2-P6 (citation IDs, patient rollup,
device override, plan-type enforcement, frontend nesting).
Readiness+dedup engine verified 57 tests green (2026-07-06); corrects the
stale '73 tests' figure in current-state.md.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
