kert
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  • Joined on 2026-02-04
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kert pushed to main at homelab/stack 2026-03-25 13:51:33 +00:00
de20b57ae6 deps: add xlrd for reading legacy XLS ASP files (2005-2006)
kert pushed to main at homelab/stack 2026-03-25 13:46:06 +00:00
e16984258f data: ASP ingestion — strict skin sub filter, full provenance, 86 canonical URLs
kert commented on issue homelab/stack#233 2026-03-25 13:44:04 +00:00
skin-subs: ingest historical CMS ASP files (all quarters since inception)

Progress update — ingestion script rewritten with full academic rigor.

Completed:

  • 86 quarterly ASP ZIP files downloaded (2005-Q1 through 2026-Q2)
  • 86 canonical source URLs…
kert commented on issue homelab/stack#233 2026-03-25 13:41:23 +00:00
skin-subs: ingest historical CMS ASP files (all quarters since inception)

Resetting approach. Previous agent downloaded 86 ZIP files but the ingestion was not rigorous enough:

  1. The skin sub filtering included non-skin-sub Q4 codes (Q4054 darbepoetin, Q4055 epoetin —…
kert pushed to main at homelab/stack 2026-03-25 06:13:10 +00:00
937430c4d0 fix: skinny install uses --no-dev to avoid pulling marimo/dev deps
kert commented on issue homelab/stack#232 2026-03-25 06:00:15 +00:00
skin-subs: build HCPCS code universe from CMS rulemaking descriptions

Progress:

Completed:

  • 286 Q4 product codes (Q4100-Q4397) with product names, manufacturers, FDA pathway, categories
  • 34 reference codes (CPT 15271-15278, C5271-C5278, historical) -…
kert pushed to main at homelab/stack 2026-03-25 05:59:55 +00:00
2e6b2e07d4 data: skin substitute HCPCS code universe — 286 products + 34 reference codes
kert commented on issue homelab/stack#232 2026-03-25 05:38:24 +00:00
skin-subs: build HCPCS code universe from CMS rulemaking descriptions

Starting. First need to research the full code universe from CMS rulemaking, then build the reference table.

kert opened issue homelab/stack#245 2026-03-25 05:36:45 +00:00
skin-subs: marimo notebooks — interactive analysis and visualization
kert opened issue homelab/stack#244 2026-03-25 05:36:45 +00:00
skin-subs: Zotero evidence base — structured collection with full tagging
kert opened issue homelab/stack#246 2026-03-25 05:36:45 +00:00
skin-subs: manuscript write-up — methods, results, discussion
kert opened issue homelab/stack#243 2026-03-25 05:35:47 +00:00
skin-subs: enforcement action correlation — do patterns predict fraud?
kert opened issue homelab/stack#242 2026-03-25 05:35:47 +00:00
skin-subs: predatory pattern detection — anomaly scoring and hypothesis testing
kert opened issue homelab/stack#241 2026-03-25 05:35:18 +00:00
skin-subs: setting analysis — office, ASC, HOPD, SNF, home health differentials
kert opened issue homelab/stack#240 2026-03-25 05:35:18 +00:00
skin-subs: geographic analysis — state, MSA, MAC jurisdiction variation
kert opened issue homelab/stack#238 2026-03-25 05:34:56 +00:00
skin-subs: manufacturer/distributor/supplier market segmentation
kert opened issue homelab/stack#239 2026-03-25 05:34:56 +00:00
skin-subs: ASP pricing trajectory analysis — product-level time series
kert opened issue homelab/stack#235 2026-03-25 05:34:29 +00:00
skin-subs: PubMed systematic search — clinical efficacy, cost-effectiveness, fraud
kert opened issue homelab/stack#237 2026-03-25 05:34:29 +00:00
skin-subs: snowball and meta-analysis of efficacy evidence
kert opened issue homelab/stack#236 2026-03-25 05:34:29 +00:00
skin-subs: grey literature — OIG reports, CMS rules, GAO, MedPAC, court filings