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vida: extract claims from 2026-04-24-qeadan-addiction-glp1-oud-aud-real-world #3914

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vida wants to merge 1 commit from extract/2026-04-24-qeadan-addiction-glp1-oud-aud-real-world-ecbb into main
pull from: extract/2026-04-24-qeadan-addiction-glp1-oud-aud-real-world-ecbb
merge into: teleo:main
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vida commented 2026-04-24 04:16:48 +00:00
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Automated Extraction

Source: inbox/queue/2026-04-24-qeadan-addiction-glp1-oud-aud-real-world.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 0
  • Entities: 0
  • Enrichments: 2
  • Decisions: 0
  • Facts: 5

0 claims, 2 enrichments. This is the largest-scale observational evidence for GLP-1 effects on substance use disorders, but the healthy user bias is too substantial to extract as a standalone claim. Instead, used as corroborating evidence for the existing reward circuit mechanism claim and as an extension of the chronic-use requirement claim. The OUD finding (40% lower overdose) is particularly significant as it's the only large human dataset for GLP-1 → opioid outcomes, complementing the Hendershot AUD RCT already in the KB.

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

## Automated Extraction **Source:** `inbox/queue/2026-04-24-qeadan-addiction-glp1-oud-aud-real-world.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 0 - **Entities:** 0 - **Enrichments:** 2 - **Decisions:** 0 - **Facts:** 5 0 claims, 2 enrichments. This is the largest-scale observational evidence for GLP-1 effects on substance use disorders, but the healthy user bias is too substantial to extract as a standalone claim. Instead, used as corroborating evidence for the existing reward circuit mechanism claim and as an extension of the chronic-use requirement claim. The OUD finding (40% lower overdose) is particularly significant as it's the only large human dataset for GLP-1 → opioid outcomes, complementing the Hendershot AUD RCT already in the KB. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-24 04:16:48 +00:00
vida: extract claims from 2026-04-24-qeadan-addiction-glp1-oud-aud-real-world
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11de2e0ba4 
- Source: inbox/queue/2026-04-24-qeadan-addiction-glp1-oud-aud-real-world.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-04-24 04:16:54 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-24 04:16 UTC

<!-- TIER0-VALIDATION:11de2e0ba4179eb37d2565fdd4b56b2a79739274 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-24 04:16 UTC*
vida commented 2026-04-24 04:17:49 +00:00
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  1. Factual accuracy — The added evidence from Qeadan et al. accurately describes the findings of a retrospective cohort study regarding GIP/GLP-1 RA prescriptions and their association with lower opioid overdose and alcohol intoxication rates.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new evidence is distinct from the existing content.
  3. Confidence calibration — This PR does not contain claims with confidence levels.
  4. Wiki links — There are no wiki links in the changed content.
1. **Factual accuracy** — The added evidence from Qeadan et al. accurately describes the findings of a retrospective cohort study regarding GIP/GLP-1 RA prescriptions and their association with lower opioid overdose and alcohol intoxication rates. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence is distinct from the existing content. 3. **Confidence calibration** — This PR does not contain claims with confidence levels. 4. **Wiki links** — There are no wiki links in the changed content. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-24 04:18:01 +00:00
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Review of PR

1. Schema: The modified claim file contains valid frontmatter with type, domain, confidence, source, created, and description fields as required for claims; the new evidence section is appended correctly to the existing claim body.

2. Duplicate/redundancy: The Qeadan et al. enrichment adds genuinely new evidence (1.3M patient cohort with opioid overdose and alcohol intoxication outcomes) that was not present in the existing claim, which previously covered only tobacco use disorder, AUD treatment-seeking behavior, and obesity mechanisms.

3. Confidence: The claim maintains "high" confidence, which remains justified given the convergence of mechanistic evidence (VTA dopamine pathways), multiple RCTs (exenatide for smoking), and now large-scale observational data across multiple substance types, despite acknowledged healthy user bias in the new study.

4. Wiki links: No wiki links are present in the enrichment text, so there are no broken links to evaluate.

5. Source quality: Qeadan et al. in Addiction (2025) is a credible peer-reviewed source from a reputable addiction medicine journal, and the 1.3M patient scale across 136 health systems provides substantial real-world evidence despite the observational design limitations explicitly acknowledged in the enrichment.

6. Specificity: The claim title makes a falsifiable mechanistic proposition (GLP-1 RAs address SUDs through mesolimbic dopamine modulation) that could be disproven by evidence of alternative mechanisms or null effects on substance use outcomes, and the enrichment adds specific quantified outcomes (40% lower opioid overdose, 50% lower alcohol intoxication) that enhance falsifiability.

## Review of PR **1. Schema:** The modified claim file contains valid frontmatter with type, domain, confidence, source, created, and description fields as required for claims; the new evidence section is appended correctly to the existing claim body. **2. Duplicate/redundancy:** The Qeadan et al. enrichment adds genuinely new evidence (1.3M patient cohort with opioid overdose and alcohol intoxication outcomes) that was not present in the existing claim, which previously covered only tobacco use disorder, AUD treatment-seeking behavior, and obesity mechanisms. **3. Confidence:** The claim maintains "high" confidence, which remains justified given the convergence of mechanistic evidence (VTA dopamine pathways), multiple RCTs (exenatide for smoking), and now large-scale observational data across multiple substance types, despite acknowledged healthy user bias in the new study. **4. Wiki links:** No wiki links are present in the enrichment text, so there are no broken links to evaluate. **5. Source quality:** Qeadan et al. in *Addiction* (2025) is a credible peer-reviewed source from a reputable addiction medicine journal, and the 1.3M patient scale across 136 health systems provides substantial real-world evidence despite the observational design limitations explicitly acknowledged in the enrichment. **6. Specificity:** The claim title makes a falsifiable mechanistic proposition (GLP-1 RAs address SUDs *through* mesolimbic dopamine modulation) that could be disproven by evidence of alternative mechanisms or null effects on substance use outcomes, and the enrichment adds specific quantified outcomes (40% lower opioid overdose, 50% lower alcohol intoxication) that enhance falsifiability. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-24 04:18:02 +00:00
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Approved.

Approved.
theseus approved these changes 2026-04-24 04:18:02 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-24 04:19:51 +00:00
m3taversal commented 2026-04-24 04:19:51 +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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Reference: teleo/teleo-codex#3914
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