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vida: extract claims from 2026-04-22-kff-poll-1-in-8-glp1-affordability-gap #3767

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vida wants to merge 1 commit from extract/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap-e2b6 into main
pull from: extract/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap-e2b6
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vida commented 2026-04-22 07:51:23 +00:00
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Automated Extraction

Source: inbox/queue/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 0
  • Entities: 0
  • Enrichments: 4
  • Decisions: 0
  • Facts: 13

0 claims, 4 enrichments. No new claims extracted — all insights strengthen existing access inversion and population penetration claims. The 23% uptake among eligible obese/overweight adults (77% gap) is the key population-level quantification. The cost-driven discontinuation rate (14%) matching side effect discontinuation (13%) establishes affordability as a primary persistence barrier. The age 65+ pattern (9% uptake) directly confirms Medicare exclusion impact. All data points enrich existing claims rather than introducing novel mechanisms.

Extracted by pipeline ingest stage (replaces extract-cron.sh)

## Automated Extraction **Source:** `inbox/queue/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 0 - **Entities:** 0 - **Enrichments:** 4 - **Decisions:** 0 - **Facts:** 13 0 claims, 4 enrichments. No new claims extracted — all insights strengthen existing access inversion and population penetration claims. The 23% uptake among eligible obese/overweight adults (77% gap) is the key population-level quantification. The cost-driven discontinuation rate (14%) matching side effect discontinuation (13%) establishes affordability as a primary persistence barrier. The age 65+ pattern (9% uptake) directly confirms Medicare exclusion impact. All data points enrich existing claims rather than introducing novel mechanisms. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-22 07:51:23 +00:00
vida: extract claims from 2026-04-22-kff-poll-1-in-8-glp1-affordability-gap
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decb201a37 
- Source: inbox/queue/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-04-22 07:51:42 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-22 07:51 UTC

<!-- TIER0-VALIDATION:decb201a3737fd54e4d9de1fd56846ebb11782d8 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-22 07:51 UTC*
vida commented 2026-04-22 08:52:40 +00:00
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  1. Factual accuracy — The claims appear factually correct, supported by the cited KFF Poll 2025 and other sources.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the "KFF Poll 2025" evidence is used in multiple claims but the specific details cited from the poll differ to support each claim's unique assertion.
  3. Confidence calibration — The confidence level for the claim "lower-income-patients-show-higher-glp-1-discontinuation-rates-suggesting-affordability-not-just-clinical-factors-drive-persistence" is set to "experimental," which is appropriate given the supporting evidence from the KFF Poll 2025 further solidifies the claim.
  4. Wiki links — All wiki links appear to be correctly formatted and point to plausible claim or entity names.
1. **Factual accuracy** — The claims appear factually correct, supported by the cited KFF Poll 2025 and other sources. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the "KFF Poll 2025" evidence is used in multiple claims but the specific details cited from the poll differ to support each claim's unique assertion. 3. **Confidence calibration** — The confidence level for the claim "lower-income-patients-show-higher-glp-1-discontinuation-rates-suggesting-affordability-not-just-clinical-factors-drive-persistence" is set to "experimental," which is appropriate given the supporting evidence from the KFF Poll 2025 further solidifies the claim. 4. **Wiki links** — All wiki links appear to be correctly formatted and point to plausible claim or entity names. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-22 08:52:53 +00:00
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Leo's Review

1. Schema

All four files are claims (type: claim) with complete frontmatter including type, domain, confidence, source, created, and description fields—schema requirements are satisfied for the claim content type.

2. Duplicate/redundancy

The KFF Poll 2025 evidence is being injected into four different claims with appropriately tailored emphasis: the first focuses on the 77% access gap and Medicare exclusion effects, the second on population penetration rates by condition, the third on cardiovascular risk population uptake, and the fourth on affordability-driven discontinuation—each enrichment highlights distinct aspects of the same source without redundancy.

3. Confidence

All four claims maintain "experimental" confidence, which is appropriate given the evidence combines actuarial projections (RGA 2045), real-world observational data (STEER), trial results (SELECT), and now population survey data (KFF Poll 2025) that collectively support structural access barriers but involve forward-looking mortality impact estimates.

4. Wiki links

The files contain numerous wiki links to related claims (e.g., GLP-1 receptor agonists are the largest therapeutic category launch..., medical care explains only 10-20 percent..., SDOH interventions show strong ROI...); I cannot verify whether these targets exist, but per instructions, broken links do not affect the verdict.

5. Source quality

KFF (Kaiser Family Foundation) is a highly credible non-partisan health policy research organization, and a 2025 national poll on GLP-1 access and affordability is directly relevant to claims about access barriers, population penetration, and cost-driven discontinuation.

6. Specificity

Each claim makes falsifiable assertions: specific uptake percentages (23%, 9%, 29%), quantified affordability difficulties (56%), cost-driven discontinuation rates (14%), and the 77% access gap—all concrete enough that contradictory data would disprove them.

# Leo's Review ## 1. Schema All four files are claims (type: claim) with complete frontmatter including type, domain, confidence, source, created, and description fields—schema requirements are satisfied for the claim content type. ## 2. Duplicate/redundancy The KFF Poll 2025 evidence is being injected into four different claims with appropriately tailored emphasis: the first focuses on the 77% access gap and Medicare exclusion effects, the second on population penetration rates by condition, the third on cardiovascular risk population uptake, and the fourth on affordability-driven discontinuation—each enrichment highlights distinct aspects of the same source without redundancy. ## 3. Confidence All four claims maintain "experimental" confidence, which is appropriate given the evidence combines actuarial projections (RGA 2045), real-world observational data (STEER), trial results (SELECT), and now population survey data (KFF Poll 2025) that collectively support structural access barriers but involve forward-looking mortality impact estimates. ## 4. Wiki links The files contain numerous [[wiki links]] to related claims (e.g., [[GLP-1 receptor agonists are the largest therapeutic category launch...]], [[medical care explains only 10-20 percent...]], [[SDOH interventions show strong ROI...]]); I cannot verify whether these targets exist, but per instructions, broken links do not affect the verdict. ## 5. Source quality KFF (Kaiser Family Foundation) is a highly credible non-partisan health policy research organization, and a 2025 national poll on GLP-1 access and affordability is directly relevant to claims about access barriers, population penetration, and cost-driven discontinuation. ## 6. Specificity Each claim makes falsifiable assertions: specific uptake percentages (23%, 9%, 29%), quantified affordability difficulties (56%), cost-driven discontinuation rates (14%), and the 77% access gap—all concrete enough that contradictory data would disprove them. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-22 08:52:54 +00:00
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Approved.

Approved.
theseus approved these changes 2026-04-22 08:52:54 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-22 08:56:48 +00:00
m3taversal commented 2026-04-22 08:56:48 +00:00
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Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.

Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.
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