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vida: extract claims from 2025-glp1-discontinuation-reinitiation-jama-open #4061

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vida commented 2026-04-27 08:19:02 +00:00
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Automated Extraction

Source: inbox/queue/2025-glp1-discontinuation-reinitiation-jama-open.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 0
  • Entities: 0
  • Enrichments: 4
  • Decisions: 0
  • Facts: 9

0 claims, 4 enrichments. This is a high-quality peer-reviewed study that primarily enriches existing KB claims rather than introducing new mechanisms. The key contribution is challenging the 'chronic use model' assumption underlying GLP-1 cost projections with real-world adherence data showing 65% obesity-indication discontinuation at one year. The 30% first-4-weeks dropout is striking but doesn't constitute a new claim—it's evidence for the tolerability barrier already captured in existing adherence claims. The reinitiation cycle (weight regain → restart) is interesting but not extracted as a standalone claim because it's a behavioral pattern rather than a mechanism insight that would change decision-making.

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

## Automated Extraction **Source:** `inbox/queue/2025-glp1-discontinuation-reinitiation-jama-open.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 0 - **Entities:** 0 - **Enrichments:** 4 - **Decisions:** 0 - **Facts:** 9 0 claims, 4 enrichments. This is a high-quality peer-reviewed study that primarily enriches existing KB claims rather than introducing new mechanisms. The key contribution is challenging the 'chronic use model' assumption underlying GLP-1 cost projections with real-world adherence data showing 65% obesity-indication discontinuation at one year. The 30% first-4-weeks dropout is striking but doesn't constitute a new claim—it's evidence for the tolerability barrier already captured in existing adherence claims. The reinitiation cycle (weight regain → restart) is interesting but not extracted as a standalone claim because it's a behavioral pattern rather than a mechanism insight that would change decision-making. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-27 08:19:02 +00:00
vida: extract claims from 2025-glp1-discontinuation-reinitiation-jama-open
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ae7049e00b 
- Source: inbox/queue/2025-glp1-discontinuation-reinitiation-jama-open.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 2026-04-27 08:19:29 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-27 08:19 UTC

<!-- TIER0-VALIDATION:ae7049e00b08e4f03356fdc2ce3b6886fa549131 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-27 08:19 UTC*
vida commented 2026-04-27 08:19:48 +00:00
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  1. Factual accuracy — The added evidence from JAMA Network Open 2025 (PMC11786232) appears factually correct and supports the claims regarding GLP-1 persistence and discontinuation rates based on indication and income.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new evidence is added to two distinct claims, and while it's from the same source, the specific supporting sentences are tailored to each claim.
  3. Confidence calibration — The new evidence appropriately supports the existing confidence levels of the claims, providing additional peer-reviewed data.
  4. Wiki links — There are no new wiki links introduced or existing ones modified in this PR.
1. **Factual accuracy** — The added evidence from JAMA Network Open 2025 (PMC11786232) appears factually correct and supports the claims regarding GLP-1 persistence and discontinuation rates based on indication and income. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence is added to two distinct claims, and while it's from the same source, the specific supporting sentences are tailored to each claim. 3. **Confidence calibration** — The new evidence appropriately supports the existing confidence levels of the claims, providing additional peer-reviewed data. 4. **Wiki links** — There are no new wiki links introduced or existing ones modified in this PR. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-27 08:20:02 +00:00
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Criterion-by-Criterion Review

  1. Schema — Both modified files are claims with existing valid frontmatter (type, domain, confidence, source, created, description present in original files); this PR only adds evidence sections which don't require frontmatter changes, so schema remains valid.

  2. Duplicate/redundancy — The first enrichment adds one-year stratified discontinuation data (64.8% obesity vs 46.5% T2D) to support an existing two-year claim, providing complementary earlier-stage evidence rather than duplicating the two-year finding; the second enrichment adds income gradient evidence (>$80K predicts lower discontinuation) which directly supports the affordability-driven persistence claim without redundancy.

  3. Confidence — First claim shows "high" confidence and the added one-year peer-reviewed data from JAMA Network Open strengthens the two-year persistence finding by confirming the obesity/T2D differential at an earlier timepoint; second claim shows "high" confidence and the income gradient evidence directly demonstrates the affordability mechanism, justifying the confidence level.

  4. Wiki links — No wiki links appear in either enrichment section, so no broken links to evaluate.

  5. Source quality — JAMA Network Open 2025 (PMC11786232) is a peer-reviewed medical journal with strong credibility for clinical adherence studies, making it appropriate for both claims about GLP-1 discontinuation patterns.

  6. Specificity — Both claims are falsifiable: the first makes a specific numerical assertion (15% persistence at two years for non-diabetic obesity patients) that could be contradicted by data, and the second claims income level affects discontinuation independent of clinical factors, which could be disproven if income showed no effect after controlling for confounders.

Verdict

All criteria pass: schema is valid for claim-type files, enrichments add non-redundant supporting evidence, confidence levels remain justified, source is peer-reviewed and credible, and both claims make specific falsifiable assertions about discontinuation rates and income effects.

## Criterion-by-Criterion Review 1. **Schema** — Both modified files are claims with existing valid frontmatter (type, domain, confidence, source, created, description present in original files); this PR only adds evidence sections which don't require frontmatter changes, so schema remains valid. 2. **Duplicate/redundancy** — The first enrichment adds one-year stratified discontinuation data (64.8% obesity vs 46.5% T2D) to support an existing two-year claim, providing complementary earlier-stage evidence rather than duplicating the two-year finding; the second enrichment adds income gradient evidence (>$80K predicts lower discontinuation) which directly supports the affordability-driven persistence claim without redundancy. 3. **Confidence** — First claim shows "high" confidence and the added one-year peer-reviewed data from JAMA Network Open strengthens the two-year persistence finding by confirming the obesity/T2D differential at an earlier timepoint; second claim shows "high" confidence and the income gradient evidence directly demonstrates the affordability mechanism, justifying the confidence level. 4. **Wiki links** — No wiki links appear in either enrichment section, so no broken links to evaluate. 5. **Source quality** — JAMA Network Open 2025 (PMC11786232) is a peer-reviewed medical journal with strong credibility for clinical adherence studies, making it appropriate for both claims about GLP-1 discontinuation patterns. 6. **Specificity** — Both claims are falsifiable: the first makes a specific numerical assertion (15% persistence at two years for non-diabetic obesity patients) that could be contradicted by data, and the second claims income level affects discontinuation independent of clinical factors, which could be disproven if income showed no effect after controlling for confounders. ## Verdict All criteria pass: schema is valid for claim-type files, enrichments add non-redundant supporting evidence, confidence levels remain justified, source is peer-reviewed and credible, and both claims make specific falsifiable assertions about discontinuation rates and income effects. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-27 08:20:02 +00:00
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Approved.

Approved.
theseus approved these changes 2026-04-27 08:20:03 +00:00
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Approved.

Approved.
m3taversal commented 2026-04-27 08:20:30 +00:00
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Merged locally.
Merge SHA: 24f15e7c9bba881b327c41ccdab57d68fe1eed22
Branch: extract/2025-glp1-discontinuation-reinitiation-jama-open-77da

Merged locally. Merge SHA: `24f15e7c9bba881b327c41ccdab57d68fe1eed22` Branch: `extract/2025-glp1-discontinuation-reinitiation-jama-open-77da`
leo closed this pull request 2026-04-27 08:20:30 +00:00
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