From afc7de403fb9789af8d579818411567a0f61b484 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Sun, 15 Mar 2026 19:19:19 +0000 Subject: [PATCH 1/2] entity-batch: update 1 entities - Applied 1 entity operations from queue - Files: entities/internet-finance/futuredao.md Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- entities/internet-finance/futuredao.md | 1 + 1 file changed, 1 insertion(+) diff --git a/entities/internet-finance/futuredao.md b/entities/internet-finance/futuredao.md index c55a7eb07..2db931f6c 100644 --- a/entities/internet-finance/futuredao.md +++ b/entities/internet-finance/futuredao.md @@ -24,5 +24,6 @@ FutureDAO is a market-governed decentralized organization building the Future Pr - **2024-06-08** — Token Migrator proposal completed and ended - **2024-08-30** — Proposed $25,000 budget for Pre-Governance Mandates tool development and entry into Solana Radar Hackathon (September 1 - October 8, 2024). Tool combines multi-criteria decision-making engine with customizable surveys and Web3 integration to facilitate pre-governance community engagement. Proposal passed 2024-09-02. +- **2024-08-30** — Proposed $25,000 budget for Pre-Governance Mandates tool development and entry into Solana Radar Hackathon (September 1 - October 8, 2024). Proposal passed on 2024-09-02. ## Relationship to KB FutureDAO extends [[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale]] by applying conditional market logic to community takeovers of existing projects rather than just initial launches. The token migrator uses [[SPL-404-enables-fungible-NFT-swap-revenue-for-DAOs-by-bridging-governance-tokens-and-NFT-liquidity-on-Solana]] to distribute migration fees to staked NFT holders. \ No newline at end of file -- 2.45.2 From 849a626ec93799f1a37a2dc77b5888bf9b0c1e8f Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Sun, 15 Mar 2026 19:19:40 +0000 Subject: [PATCH 2/2] extract: 2024-11-01-aspe-medicare-anti-obesity-medication-coverage Pentagon-Agent: Ganymede --- ...-year-window-excludes-long-term-savings.md | 6 +++++ ...-cardiovascular-and-metabolic-endpoints.md | 6 +++++ ...eating-largest-per-patient-cost-savings.md | 6 +++++ ...care-anti-obesity-medication-coverage.json | 25 +++++++++++++++++++ ...dicare-anti-obesity-medication-coverage.md | 16 +++++++++++- 5 files changed, 58 insertions(+), 1 deletion(-) create mode 100644 inbox/archive/.extraction-debug/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.json diff --git a/domains/health/federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md b/domains/health/federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md index f043cd2b5..4e13ebde7 100644 --- a/domains/health/federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md +++ b/domains/health/federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md @@ -39,6 +39,12 @@ The GLP-1 case is particularly stark because the clinical evidence is robust (ca The claim that budget scoring "systematically" undervalues prevention requires evidence beyond a single case. However, the GLP-1 divergence is consistent with known CBO methodology (10-year window, conservative assumptions) and parallels similar scoring challenges for other preventive interventions (vaccines, screening programs). The structural bias is well-documented in health policy literature, though this source provides the most dramatic single-case illustration. + +### Additional Evidence (confirm) +*Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15* + +The GLP-1 Medicare coverage debate provides a quantified example: CBO's $35B cost estimate vs. ASPE's $715M savings calculation represents a $35.7B methodological divergence on the same policy. ASPE projects 38,950 CV events avoided and 6,180 deaths avoided over 10 years from broad semaglutide access, but these downstream savings are not fully captured in CBO's budget scoring framework. + --- Relevant Notes: diff --git a/domains/health/glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md b/domains/health/glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md index 1222d36b5..8a1b6af4d 100644 --- a/domains/health/glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md +++ b/domains/health/glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md @@ -30,6 +30,12 @@ For value-based care models and capitated payers, this multi-organ protection cr - Nature Medicine: additive benefits with SGLT2 inhibitors - First GLP-1 to receive FDA indication for CKD in T2D patients + +### Additional Evidence (extend) +*Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15* + +ASPE quantifies the cardiovascular benefit at population scale: broad Medicare semaglutide access would avoid 38,950 CV events and 6,180 deaths over 10 years. The proposed eligibility criteria require comorbidities (CVD history, heart failure, CKD, prediabetes) rather than BMI alone, targeting the population where multi-organ protection generates maximum value. + --- Relevant Notes: diff --git a/domains/health/semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md b/domains/health/semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md index 5299ec097..6fe8840a0 100644 --- a/domains/health/semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md +++ b/domains/health/semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md @@ -28,6 +28,12 @@ This is the first dedicated kidney outcomes trial with a GLP-1 receptor agonist, - FDA indication expansion to T2D patients with CKD (2024) - Dialysis cost benchmark: $90K+/year per patient + +### Additional Evidence (extend) +*Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15* + +Medicare eligibility criteria for GLP-1 coverage include CKD as a qualifying comorbidity, and ASPE's net savings calculation ($715M over 10 years) incorporates avoided dialysis costs as a major component of the downstream value. Approximately 10% of Medicare beneficiaries would be eligible under the proposed comorbidity-based criteria. + --- Relevant Notes: diff --git a/inbox/archive/.extraction-debug/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.json b/inbox/archive/.extraction-debug/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.json new file mode 100644 index 000000000..515fa9c64 --- /dev/null +++ b/inbox/archive/.extraction-debug/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.json @@ -0,0 +1,25 @@ +{ + "rejected_claims": [ + { + "filename": "federal-budget-scoring-creates-35-billion-divergence-from-clinical-economics-on-glp-1-coverage-because-cbo-methodology-excludes-downstream-savings.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 1, + "kept": 0, + "fixed": 2, + "rejected": 1, + "fixes_applied": [ + "federal-budget-scoring-creates-35-billion-divergence-from-clinical-economics-on-glp-1-coverage-because-cbo-methodology-excludes-downstream-savings.md:set_created:2026-03-15", + "federal-budget-scoring-creates-35-billion-divergence-from-clinical-economics-on-glp-1-coverage-because-cbo-methodology-excludes-downstream-savings.md:stripped_wiki_link:GLP-1-receptor-agonists-are-the-largest-therapeutic-category" + ], + "rejections": [ + "federal-budget-scoring-creates-35-billion-divergence-from-clinical-economics-on-glp-1-coverage-because-cbo-methodology-excludes-downstream-savings.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-15" +} \ No newline at end of file diff --git a/inbox/archive/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.md b/inbox/archive/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.md index 23455543a..69634c1a6 100644 --- a/inbox/archive/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.md +++ b/inbox/archive/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.md @@ -7,9 +7,13 @@ date: 2024-11-01 domain: health secondary_domains: [internet-finance] format: policy -status: unprocessed +status: enrichment priority: medium tags: [glp-1, medicare, obesity, budget-impact, CBO, federal-spending] +processed_by: vida +processed_date: 2026-03-15 +enrichments_applied: ["federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md", "glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md", "semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md"] +extraction_model: "anthropic/claude-sonnet-4.5" --- ## Content @@ -45,3 +49,13 @@ WHY ARCHIVED: The CBO vs. ASPE divergence reveals a systematic bias in how preve EXTRACTION HINT: Focus on the methodological divergence as evidence of structural misalignment in policy evaluation, not just the GLP-1 budget numbers flagged_for_leo: ["Budget scoring methodology systematically disadvantages prevention — this is a cross-domain structural problem affecting all preventive health investments"] + + +## Key Facts +- CBO estimates Medicare GLP-1 coverage would cost $35 billion over 2026-2034 +- ASPE calculates net savings of $715 million over 10 years (range: $412M to $1.04B) +- Annual Part D cost increase projected at $3.1-6.1 billion +- Broad semaglutide access would avoid 38,950 CV events over 10 years +- Broad semaglutide access would avoid 6,180 deaths over 10 years +- Approximately 10% of Medicare beneficiaries would be eligible under proposed criteria +- Eligibility requires comorbidities: CVD history, heart failure, CKD, or prediabetes -- 2.45.2