kert 88025d5976 data: geographic, setting, anomaly scoring, enforcement correlation (refs #240, #241, #242, #243) ...

Geographic analysis (skin_subs.geographic_summary, mac_summary):
- 16 states, 8 MAC jurisdictions
- FL highest spend/bene ($2,142), First Coast MAC #1 overall
- Palmetto states (TN, VA, NC) have highest per-bene spend

Setting analysis (skin_subs.setting_analysis):
- Office setting: 68% of product spend, lowest oversight
- Podiatry×office: 45% of total spend — wound care mill pattern
- 169 setting×specialty×product combinations

Anomaly scoring (skin_subs.anomaly_scores):
- Composite risk: volume z-score, intensity z-score, setting risk, geo risk
- 7 critical, 17 high, 21 moderate, 155 low risk providers
- Top risk: TX podiatrist, $45K, office, vol_z=+5.69 — Jenson pattern

Enforcement correlation (skin_subs.provider_risk_profile):
- 23 providers match "jenson-like" pattern (TX podiatry, office)
- Benford chi² analysis (no synthetic data anomalies expected)
- Fraud-pattern matched providers slightly higher volume z-scores

17 tables in skin_subs schema.

2026-03-25 15:02:05 -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_anomaly.py

data: geographic, setting, anomaly scoring, enforcement correlation (refs #240, #241, #242, #243)

2026-03-25 15:02:05 -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

build_skin_subs_geo_setting.py

data: geographic, setting, anomaly scoring, enforcement correlation (refs #240, #241, #242, #243)

2026-03-25 15:02:05 -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