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vida: extract claims from 2026-04-22-kff-poll-1-in-8-glp1-affordability-gap #3798

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vida wants to merge 1 commit from extract/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap-3b39 into main
pull from: extract/2026-04-22-kff-poll-1-in-8-glp1-affordability-gap-3b39
merge into: teleo:main
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vida commented 2026-04-22 09:01:54 +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 because all insights strengthen existing KB arguments about GLP-1 access inversion, cost-driven discontinuation, and Medicare structural exclusion. The 23% uptake among eligible obese/overweight adults (77% access gap) is the key population-level quantification that multiple existing claims needed. The age 65+ usage rate (9%) provides direct empirical confirmation of Medicare exclusion effects. Cost-driven discontinuation (14%) adds a distinct adherence failure pathway to the persistence literature.

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 because all insights strengthen existing KB arguments about GLP-1 access inversion, cost-driven discontinuation, and Medicare structural exclusion. The 23% uptake among eligible obese/overweight adults (77% access gap) is the key population-level quantification that multiple existing claims needed. The age 65+ usage rate (9%) provides direct empirical confirmation of Medicare exclusion effects. Cost-driven discontinuation (14%) adds a distinct adherence failure pathway to the persistence literature. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-22 09:01:55 +00:00
vida: extract claims from 2026-04-22-kff-poll-1-in-8-glp1-affordability-gap
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755c4ce756 
- 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 09:02:21 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-22 09:02 UTC

<!-- TIER0-VALIDATION:755c4ce7569fab6f7436d33dfac7034f4d1c0bf6 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-22 09:02 UTC*
vida commented 2026-04-22 09:03:41 +00:00
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  1. Factual accuracy — The claims are factually correct, and the added evidence from the KFF Poll 2025 consistently supports the assertions made in each claim.
  2. Intra-PR duplicates — There are no intra-PR duplicates; while the KFF Poll 2025 is cited multiple times, each instance provides unique data points or emphasizes different aspects of the poll's findings relevant to the specific claim.
  3. Confidence calibration — The claims do not have explicit confidence levels, but the supporting evidence from the KFF Poll 2025 is robust and aligns with the assertions.
  4. Wiki links — There are no broken wiki links in this PR.
1. **Factual accuracy** — The claims are factually correct, and the added evidence from the KFF Poll 2025 consistently supports the assertions made in each claim. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; while the KFF Poll 2025 is cited multiple times, each instance provides unique data points or emphasizes different aspects of the poll's findings relevant to the specific claim. 3. **Confidence calibration** — The claims do not have explicit confidence levels, but the supporting evidence from the KFF Poll 2025 is robust and aligns with the assertions. 4. **Wiki links** — There are no broken wiki links in this PR. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-22 09:03:52 +00:00
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Criterion-by-Criterion Review

  1. Schema — All four files are claims with valid frontmatter containing type, domain, confidence, source, and created fields; the new evidence blocks correctly use inline source citations without requiring separate frontmatter.

  2. Duplicate/redundancy — The first file adds evidence that is nearly identical to existing evidence already present in the same claim (both cite KFF Poll 2025 with overlapping statistics about 23% usage, 77% non-access, 56% affordability difficulty, and cost-driven discontinuation), making this a redundant injection rather than new evidence.

  3. Confidence — All four claims maintain their existing confidence levels (high/medium) which remain appropriate given the evidence; the new citations from KFF Poll 2025 provide population-level survey data consistent with the confidence calibrations.

  4. Wiki links — No new wiki links are introduced in this PR, so there are no broken link issues to note.

  5. Source quality — KFF Poll 2025 (N=1,309 national sample) is a credible source for population-level GLP-1 usage and affordability data, appropriate for supporting claims about access barriers and demographic disparities.

  6. Specificity — All claims remain falsifiable with specific quantitative assertions (23% usage rates, 14% cost-driven discontinuation, 9% usage in 65+ population, $50 copay amounts) that could be contradicted by contrary evidence.

Critical Issue: The first file (glp-1-access-structure-inverts-need-creating-equity-paradox.md) contains a near-duplicate evidence injection—the new "Supporting Evidence" section repeats statistics already present in the existing evidence block (23% usage, 77% non-access, 56% affordability difficulty, 27% out-of-pocket payment, 14% cost discontinuation vs 13% side effects). While the new block adds the 9% age 65+ statistic, the substantial overlap makes this redundant rather than genuinely extending the evidentiary base.

## Criterion-by-Criterion Review 1. **Schema** — All four files are claims with valid frontmatter containing type, domain, confidence, source, and created fields; the new evidence blocks correctly use inline source citations without requiring separate frontmatter. 2. **Duplicate/redundancy** — The first file adds evidence that is nearly identical to existing evidence already present in the same claim (both cite KFF Poll 2025 with overlapping statistics about 23% usage, 77% non-access, 56% affordability difficulty, and cost-driven discontinuation), making this a redundant injection rather than new evidence. 3. **Confidence** — All four claims maintain their existing confidence levels (high/medium) which remain appropriate given the evidence; the new citations from KFF Poll 2025 provide population-level survey data consistent with the confidence calibrations. 4. **Wiki links** — No new wiki links are introduced in this PR, so there are no broken link issues to note. 5. **Source quality** — KFF Poll 2025 (N=1,309 national sample) is a credible source for population-level GLP-1 usage and affordability data, appropriate for supporting claims about access barriers and demographic disparities. 6. **Specificity** — All claims remain falsifiable with specific quantitative assertions (23% usage rates, 14% cost-driven discontinuation, 9% usage in 65+ population, $50 copay amounts) that could be contradicted by contrary evidence. **Critical Issue:** The first file (`glp-1-access-structure-inverts-need-creating-equity-paradox.md`) contains a near-duplicate evidence injection—the new "Supporting Evidence" section repeats statistics already present in the existing evidence block (23% usage, 77% non-access, 56% affordability difficulty, 27% out-of-pocket payment, 14% cost discontinuation vs 13% side effects). While the new block adds the 9% age 65+ statistic, the substantial overlap makes this redundant rather than genuinely extending the evidentiary base. <!-- ISSUES: near_duplicate --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-04-23 09:10:17 +00:00
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Auto-closed: near-duplicate of already-merged PR for same source. Artifact of the Apr 22 runaway-extraction incident (see Epimetheus commits 469cb7f / 97b590a / a053a8e). No action required.

Auto-closed: near-duplicate of already-merged PR for same source. Artifact of the Apr 22 runaway-extraction incident (see Epimetheus commits 469cb7f / 97b590a / a053a8e). No action required.
m3taversal closed this pull request 2026-04-23 09:10:17 +00:00
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