kert e5ec7a22a1 data: ASP trajectories, market segmentation, utilization metrics (refs #234, #238, #239) ...

ASP pricing trajectories (skin_subs.asp_trajectories):
- 1,974 rows: QoQ % change, cumulative change, entry quarter
- 39 products with anomalous >50% QoQ spikes
- Jan 2026 flat-rate impact: 105 losers, 47 gainers
- XWRAP Dual: $5,893/cm² payment vs $127.28 flat rate

Market segmentation (skin_subs.products_enriched, skin_subs.manufacturers):
- 286 products enriched with ASP stats + claims utilization
- 68 manufacturers; Organogenesis, MiMedx, Smith+Nephew top 3
- Amniotic membrane category: 214 products, avg ASP $1,392/cm²

Utilization metrics (skin_subs.providers, beneficiaries, utilization_summary):
- 200 providers, 1,255 beneficiaries from synthetic claims
- Podiatry: 60% of claims ($1.02M) — consistent with DOJ cases
- Office setting: 68% of spend — lowest oversight environment
- Top provider: $55K paid, 13 patients, $4,247/patient (FL dermatology)

2026-03-25 14:53:34 -04:00

..

backends

fix: skinny install uses --no-dev to avoid pulling marimo/dev deps

2026-03-25 02:11:09 -04:00

add_carrier_to_zotero.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

add_zipcode_to_zotero.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

bootstrap_certs.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

bootstrap_secrets.py

P18: eliminate remaining hardcoded values across the stack

2026-03-23 20:04:32 -04:00

build_skin_subs_analytics.py

data: ASP trajectories, market segmentation, utilization metrics (refs #234, #238, #239)

2026-03-25 14:53:34 -04:00

build_skin_subs_evidence_base.py

data: evidence base builder + literature methods doc (refs #237, refs #244)

2026-03-25 11:33:32 -04:00

collect_grey_lit_skin_subs.py

data: study characteristics, snowball citations, entity tags, expanded grey lit (refs #235, #236, #237, #244)

2026-03-25 11:56:49 -04:00

coverage_badge.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

enrich_entity_tags_and_load_duckdb.py

data: study characteristics, snowball citations, entity tags, expanded grey lit (refs #235, #236, #237, #244)

2026-03-25 11:56:49 -04:00

extract_study_characteristics.py

data: study characteristics, snowball citations, entity tags, expanded grey lit (refs #235, #236, #237, #244)

2026-03-25 11:56:49 -04:00

find_databricks_workspace.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

fix_zotero_dates.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

fix_zotero_keys.py

fix Zotero "key is not valid" errors blocking annotation saves

2026-03-21 23:31:00 -04:00

gen_config.py

feat: databricks-bundles Python resource loader — typed DAB resources

2026-03-25 00:29:13 -04:00

generate_alr_filenames.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_alr_reference_tables.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

generate_alr_table_models.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_asr_table_models.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_bls_express.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

generate_cclf_docs.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

generate_cclf_filenames.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

generate_cclf_models.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_ccw_docs.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_ccw_models.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_cms_express.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_expressions.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_models.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_quality_measure_docs.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_reach_docs.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_reach_models.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_reach_participants.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

generate_skin_sub_claims.py

data: synthetic skin sub claims — 2,000 encounters, product + application codes

2026-03-25 10:09:20 -04:00

generate_ssp_county_models.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

generate_zot_tables.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

ingest_asp.py

data: ASP ingestion — strict skin sub filter, full provenance, 86 canonical URLs

2026-03-25 09:44:18 -04:00

install_certs.sh

feat: skinny packages, tree reorg, cloud abstraction (refs #182–#201)

2026-03-24 15:00:26 -04:00

migrate_zotero.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

pkg_drift.py

feat: package supply chain — inventory, mirrors, drift, vuln scanning (refs #159–#168)

2026-03-24 17:02:30 -04:00

pkg_inventory.py

fix: pkg inventory parser — filter self-refs, parse optional-dependencies

2026-03-24 22:33:42 -04:00

pkg_issues.py

feat: package supply chain — inventory, mirrors, drift, vuln scanning (refs #159–#168)

2026-03-24 17:02:30 -04:00

pkg_mirror_sync.py

fix: mirror sync also skips local project name

2026-03-24 22:45:42 -04:00

populate_quality_measure_value_sets.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

register_seeds.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

scrape_bls_data.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

scrape_cms_data.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

search_pubmed_skin_subs.py

fix: bib.sync and XML parsers — Zotero key validation, creators, journalArticle, itertext

2026-03-25 14:04:32 -04:00

seed_col_tags.py

implement P6 bibliography: col tags, bib sync, generate models, lineage (fix #22, fix #23, fix #24, fix #25)

2026-03-12 17:25:30 -04:00

setup_unity_catalog.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

snowball_citations.py

fix: bib.sync and XML parsers — Zotero key validation, creators, journalArticle, itertext

2026-03-25 14:04:32 -04:00

test_databricks_connection.py

reorg dev/ into scripts/ and seeds/, add PY2024 value sets

2026-03-03 22:05:49 -05:00

test_network_isolation.sh

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00

unity_catalog_example.py

chore: clean sweep — lint, format, stale refs, generated artifacts

2026-03-24 17:33:55 -04:00