extract: 2025-04-01-health-affairs-mtm-scaling-modeling

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>

inbox/queue/.extraction-debug/2025-02-04-hhs-food-is-medicine-landscape-summary.json

@@ -1,25 +0,0 @@
-{
-  "rejected_claims": [
-    {
-      "filename": "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md",
-      "issues": [
-        "missing_attribution_extractor"
-      ]
-    }
-  ],
-  "validation_stats": {
-    "total": 1,
-    "kept": 0,
-    "fixed": 2,
-    "rejected": 1,
-    "fixes_applied": [
-      "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md:set_created:2026-03-18",
-      "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau"
-    ],
-    "rejections": [
-      "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md:missing_attribution_extractor"
-    ]
-  },
-  "model": "anthropic/claude-sonnet-4.5",
-  "date": "2026-03-18"
-}

inbox/queue/2025-02-04-hhs-food-is-medicine-landscape-summary.md

@@ -7,13 +7,9 @@ date: 2025-02-04
 domain: health
 secondary_domains: []
 format: report
-status: null-result
+status: unprocessed
 priority: high
 tags: [food-is-medicine, federal-policy, sdoh, nutrition, medicaid, evidence-framework]
-processed_by: vida
-processed_date: 2026-03-18
-extraction_model: "anthropic/claude-sonnet-4.5"
-extraction_notes: "LLM returned 1 claims, 1 rejected by validator"
 ---
 
 ## Content
@@ -65,10 +61,3 @@ HHS, in collaboration with other federal departments through the Federal Food Is
 PRIMARY CONNECTION: Existing SDOH claim about intervention ROI
 WHY ARCHIVED: Federal taxonomy document that defines the intervention spectrum — essential context for any FIM claim in the KB
 EXTRACTION HINT: Extract the intervention taxonomy (MTMs vs. MTGs vs. produce prescriptions vs. education) with evidence quality for each. The document's own caveats are the most honest signal about the evidence base.
-
-
-## Key Facts
-- Federal Food Is Medicine definition: 'Interventions encompassing a broad range of approaches that promote optimal health and reduce disease burden by providing nutritious food — with human services, education, and policy change, through collaboration at the nexus of health care and community'
-- 16 states had approved or pending Section 1115 demonstrations for FIM coverage as of February 2025
-- HHS Food Is Medicine Landscape Summary published February 4, 2025
-- Federal FIM Collaborative includes USDA, CMS, HRSA, CDC, NIH, and HHS ODPHP