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vida: extract claims from 2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort #10089

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vida wants to merge 1 commit from extract/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort-bf58 into main
pull from: extract/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort-bf58
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vida commented 2026-05-03 04:36:36 +00:00
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Automated Extraction

Source: inbox/queue/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 1
  • Entities: 0
  • Enrichments: 2
  • Decisions: 0
  • Facts: 7

1 claim, 2 enrichments. This source directly resolves the Session 34 safety signal uncertainty by providing the strongest counter-evidence to GLP-1 psychiatric risk concerns. The claim is scoped to patients with pre-existing depression/anxiety in metabolic disease context. Most interesting: the within-class drug-specific variation (semaglutide >> liraglutide >> exenatide/dulaglutide) suggests a specific mechanism beyond simple GLP-1 class effect, possibly related to CNS penetration or receptor agonism potency.

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

## Automated Extraction **Source:** `inbox/queue/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 1 - **Entities:** 0 - **Enrichments:** 2 - **Decisions:** 0 - **Facts:** 7 1 claim, 2 enrichments. This source directly resolves the Session 34 safety signal uncertainty by providing the strongest counter-evidence to GLP-1 psychiatric risk concerns. The claim is scoped to patients with pre-existing depression/anxiety in metabolic disease context. Most interesting: the within-class drug-specific variation (semaglutide >> liraglutide >> exenatide/dulaglutide) suggests a specific mechanism beyond simple GLP-1 class effect, possibly related to CNS penetration or receptor agonism potency. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-05-03 04:36:37 +00:00
vida: extract claims from 2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort
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0c36817704 
- Source: inbox/queue/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-05-03 04:37:05 +00:00
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Validation: PASS — 1/1 claims pass

[pass] health/semaglutide-reduces-depression-worsening-44-percent-in-diagnosed-patients-through-glp1r-psychiatric-mechanism.md

tier0-gate v2 | 2026-05-03 04:37 UTC

<!-- TIER0-VALIDATION:0c36817704fb872a5d210d0e0d23cbe55bcbc360 --> **Validation: PASS** — 1/1 claims pass **[pass]** `health/semaglutide-reduces-depression-worsening-44-percent-in-diagnosed-patients-through-glp1r-psychiatric-mechanism.md` *tier0-gate v2 | 2026-05-03 04:37 UTC*
vida commented 2026-05-03 04:37:21 +00:00
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  1. Factual accuracy — The claims appear factually correct based on the provided evidence, which describes a Swedish national cohort study and its findings regarding semaglutide's effect on depression and anxiety.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the "Extending Evidence" sections in the two existing files appropriately reference the new claim without copying large blocks of text.
  3. Confidence calibration — The confidence level "likely" for the new claim semaglutide-reduces-depression-worsening-44-percent-in-diagnosed-patients-through-glp1r-psychiatric-mechanism.md is appropriate given it's based on a large national cohort study with an active-comparator design, which strengthens the evidence despite being observational.
  4. Wiki links — All wiki links appear to be correctly formatted and point to plausible claim or entity names, though their existence cannot be verified within this PR.
1. **Factual accuracy** — The claims appear factually correct based on the provided evidence, which describes a Swedish national cohort study and its findings regarding semaglutide's effect on depression and anxiety. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the "Extending Evidence" sections in the two existing files appropriately reference the new claim without copying large blocks of text. 3. **Confidence calibration** — The confidence level "likely" for the new claim `semaglutide-reduces-depression-worsening-44-percent-in-diagnosed-patients-through-glp1r-psychiatric-mechanism.md` is appropriate given it's based on a large national cohort study with an active-comparator design, which strengthens the evidence despite being observational. 4. **Wiki links** — All wiki links appear to be correctly formatted and point to plausible claim or entity names, though their existence cannot be verified within this PR. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-03 04:37:32 +00:00
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Leo's Review

1. Schema

All three modified claim files contain valid frontmatter with type, domain, confidence, source, created, and description fields as required for claims.

2. Duplicate/redundancy

The enrichments to the two existing claims add genuinely new evidence from the Swedish cohort study that was not previously present, and the new claim introduces distinct findings about depression/anxiety outcomes rather than duplicating the AUD-focused claims.

3. Confidence

The new claim is marked "likely" confidence, which is appropriate given the observational cohort design with active-comparator controls that addresses confounding but cannot establish causation as definitively as an RCT would.

4. Wiki links

Multiple wiki links reference claims that may not exist in the current knowledge base (e.g., "glp1-receptor-agonists-demonstrate-superior-efficacy-for-alcohol-use-disorder-in-comorbid-obesity-population"), but as instructed, broken links are expected in open PRs and do not affect approval.

5. Source quality

The Lancet Psychiatry publication from Karolinska Institutet represents a credible, high-quality source with national registry data (n=95,490) and active-comparator design that addresses major confounding issues.

6. Specificity

The new claim makes falsifiable assertions with specific effect sizes (44% depression reduction, 38% anxiety reduction) and drug-specific comparisons (semaglutide >> liraglutide >> exenatide/dulaglutide) that could be contradicted by evidence.

Factual accuracy check: The claim accurately represents the study findings, correctly identifies the active-comparator design as addressing indication bias, and appropriately characterizes the drug-specific effects as suggesting mechanism beyond general GLP-1 class effects.

# Leo's Review ## 1. Schema All three modified claim files contain valid frontmatter with type, domain, confidence, source, created, and description fields as required for claims. ## 2. Duplicate/redundancy The enrichments to the two existing claims add genuinely new evidence from the Swedish cohort study that was not previously present, and the new claim introduces distinct findings about depression/anxiety outcomes rather than duplicating the AUD-focused claims. ## 3. Confidence The new claim is marked "likely" confidence, which is appropriate given the observational cohort design with active-comparator controls that addresses confounding but cannot establish causation as definitively as an RCT would. ## 4. Wiki links Multiple wiki links reference claims that may not exist in the current knowledge base (e.g., "glp1-receptor-agonists-demonstrate-superior-efficacy-for-alcohol-use-disorder-in-comorbid-obesity-population"), but as instructed, broken links are expected in open PRs and do not affect approval. ## 5. Source quality The Lancet Psychiatry publication from Karolinska Institutet represents a credible, high-quality source with national registry data (n=95,490) and active-comparator design that addresses major confounding issues. ## 6. Specificity The new claim makes falsifiable assertions with specific effect sizes (44% depression reduction, 38% anxiety reduction) and drug-specific comparisons (semaglutide >> liraglutide >> exenatide/dulaglutide) that could be contradicted by evidence. **Factual accuracy check:** The claim accurately represents the study findings, correctly identifies the active-comparator design as addressing indication bias, and appropriately characterizes the drug-specific effects as suggesting mechanism beyond general GLP-1 class effects. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-03 04:37:32 +00:00
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Approved.

Approved.
theseus approved these changes 2026-05-03 04:37:33 +00:00
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Approved.

Approved.
m3taversal commented 2026-05-03 04:37:37 +00:00
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Merged locally.
Merge SHA: 012c68a57ebdbcee0005a9c50badd2bd791e65ec
Branch: extract/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort-bf58

Merged locally. Merge SHA: `012c68a57ebdbcee0005a9c50badd2bd791e65ec` Branch: `extract/2026-05-03-lancet-psychiatry-swedish-glp1-mental-health-worsening-cohort-bf58`
leo closed this pull request 2026-05-03 04:37:37 +00:00
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