From c26ed921f3f84e8dd934b9a799434e93e2004e24 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 16:02:45 +0000 Subject: [PATCH] extract: 2025-08-01-apha-food-is-medicine-health-equity-report Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...food-is-medicine-health-equity-report.json | 36 +++++++++++++++++++ ...a-food-is-medicine-health-equity-report.md | 15 +++++++- 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json diff --git a/inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json b/inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json new file mode 100644 index 00000000..be466790 --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json @@ -0,0 +1,36 @@ +{ + "rejected_claims": [ + { + "filename": "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md", + "issues": [ + "missing_attribution_extractor" + ] + }, + { + "filename": "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md", + "issues": [ + "no_frontmatter" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 6, + "rejected": 2, + "fixes_applied": [ + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:set_created:2026-03-18", + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau", + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:stripped_wiki_link:medical-care-explains-only-10-20-percent-of-health-outcomes-", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:set_created:2026-03-18", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:stripped_wiki_link:lower-income-patients-show-higher-glp-1-discontinuation-rate", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau" + ], + "rejections": [ + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:missing_attribution_extractor", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:no_frontmatter" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md b/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md index ae92e3b2..c87e6596 100644 --- a/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md +++ b/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md @@ -7,9 +7,13 @@ date: 2025-08-01 domain: health secondary_domains: [] format: report -status: unprocessed +status: null-result priority: medium tags: [food-is-medicine, health-equity, nutrition, public-health, apha, policy-advocacy, disparities] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -67,3 +71,12 @@ APHA published a comprehensive report "Food is Medicine: Advancing Health Equity PRIMARY CONNECTION: Health equity and SDOH territory — Cory's stated priority from the research directive WHY ARCHIVED: The equity-vs-clinical framing distinction is essential context for any FIM policy claim; changes what "evidence" is required depending on the policy goal EXTRACTION HINT: The key extractable insight is the reframing: FIM programs serve two purposes (clinical outcomes + food security/equity) that require different evidence standards. A program that improves food security and diet quality is a public health success even if it doesn't improve HbA1c. The KB should distinguish these two claims. + + +## Key Facts +- Poor nutrition in the US causes more than 600,000 deaths annually (APHA 2025) +- Poor nutrition costs an estimated $1.1 trillion annually in health care spending and lost productivity (APHA 2025) +- A majority of Americans expressed interest in participating in FIM interventions (Health Affairs survey cited in APHA report) +- More than two-thirds of Americans believe Medicare and Medicaid should help pay for FIM programs (Health Affairs survey) +- APHA report published August 2025, after VBID termination (November 2024) and HHS FIM Landscape Summary (February 2025) +- AJPH companion piece published in Volume 115, Issue 9, 2025 -- 2.45.2