kert 4c69d5be9b feat(pfs): Part B utilization per HCPCS — pfs.utilization from the CMS by-Geography-and-Service PUFs, stack pfs utilization, notebook 7d/7e (refs #694) ...

One dataset per calendar year on data.cms.gov (2013–2024, UUIDs in
pfs.utilization.DATASETS), pulled through the Data API filtered to
national rows (~13k a year, one per HCPCS × place of service), cached
under data/cms/utilization/, loaded delete-then-insert per year, each
year cited in bib as a Source (module:pfs, table:pfs.utilization,
source:cms-website, year:N) and logged in cms.ingest_log with the
cache file's sha256. Suppressed cells (<11 beneficiaries) load as NULL.
read_series() sums places of service and service-weights the average
allowed/paid amounts.

stack pfs utilization [--year N]... [--write [--offline]] [--code C]...
Notebook 7d charts a family's services per year with the exposure
dates from 7c as rules; 7e answers the three #694 questions (99490
2015–, G2058→99439 continuity, APCM 2025 vs CCM — no 2025 file yet).
CLI docs regenerated (sidebar renumbered around the new page).

2026-09-22 16:04:41 -04:00

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