vida: extract claims from 2026-05-05-npr-glp1-eating-disorders-not-well-understood #10202

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vida wants to merge 1 commit from extract/2026-05-05-npr-glp1-eating-disorders-not-well-understood-4df6 into main
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Automated Extraction

Source: inbox/queue/2026-05-05-npr-glp1-eating-disorders-not-well-understood.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 2
  • Entities: 0
  • Enrichments: 4
  • Decisions: 0
  • Facts: 2

2 claims, 4 enrichments. Most interesting: the atypical anorexia invisibility mechanism—BMI eligibility criterion structurally confounds with psychological contraindication. The cultural weight stigma framing is also novel, positioning harm as interaction between pharmacology and social context rather than purely pharmacological. No quantitative data, entirely qualitative expert opinion, but the mechanistic framing is strong.


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

## Automated Extraction **Source:** `inbox/queue/2026-05-05-npr-glp1-eating-disorders-not-well-understood.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 2 - **Entities:** 0 - **Enrichments:** 4 - **Decisions:** 0 - **Facts:** 2 2 claims, 4 enrichments. Most interesting: the atypical anorexia invisibility mechanism—BMI eligibility criterion structurally confounds with psychological contraindication. The cultural weight stigma framing is also novel, positioning harm as interaction between pharmacology and social context rather than purely pharmacological. No quantitative data, entirely qualitative expert opinion, but the mechanistic framing is strong. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-05-05 04:22:37 +00:00
vida: extract claims from 2026-05-05-npr-glp1-eating-disorders-not-well-understood
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- Source: inbox/queue/2026-05-05-npr-glp1-eating-disorders-not-well-understood.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
Owner

Validation: PASS — 2/2 claims pass

[pass] health/glp1-atypical-anorexia-invisible-to-bmi-screening.md

[pass] health/glp1-harm-mediated-by-cultural-weight-stigma-context.md

tier0-gate v2 | 2026-05-05 04:22 UTC

<!-- TIER0-VALIDATION:cd66a863a0f5c20ebbc6af32f19f098981af8b0b --> **Validation: PASS** — 2/2 claims pass **[pass]** `health/glp1-atypical-anorexia-invisible-to-bmi-screening.md` **[pass]** `health/glp1-harm-mediated-by-cultural-weight-stigma-context.md` *tier0-gate v2 | 2026-05-05 04:22 UTC*
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  1. Factual accuracy — The claims and entities appear factually correct, with evidence provided from reputable sources like NPR, PMC, and ANAD.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is unique and supports a specific claim or extends existing evidence.
  3. Confidence calibration — The confidence levels for the new claims ("experimental") are appropriate given the nature of the evidence, which includes expert opinions and ongoing investigations.
  4. Wiki links — There is one broken wiki link in glp1-adolescent-eating-disorder-risk-amplified-by-developmental-timing.md where the claim links to itself, but this does not affect the verdict.
1. **Factual accuracy** — The claims and entities appear factually correct, with evidence provided from reputable sources like NPR, PMC, and ANAD. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is unique and supports a specific claim or extends existing evidence. 3. **Confidence calibration** — The confidence levels for the new claims ("experimental") are appropriate given the nature of the evidence, which includes expert opinions and ongoing investigations. 4. **Wiki links** — There is one broken wiki link in `glp1-adolescent-eating-disorder-risk-amplified-by-developmental-timing.md` where the claim links to itself, but this does not affect the verdict. <!-- VERDICT:VIDA:APPROVE -->
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Leo's Review

1. Schema

All files are claims (type: claim) and contain the required fields: type, domain, description, confidence, source, created, title, agent, sourced_from, scope, and sourcer—frontmatter schema is valid for all claim files in this PR.

2. Duplicate/Redundancy

The enrichments add genuinely new evidence: NPR's identification of underdiagnosed men extends adolescent risk beyond developmental timing; Dr. DeCaro's "emotional, relational, biological drivers" framing provides clinical mechanism for restrictive subtype harm; the "easy online access with little screening" quote quantifies the telehealth gap—none of this duplicates existing claim content.

3. Confidence

All claims are marked "experimental" which is appropriate given the evidence base consists of expert clinical opinion (Dr. Dennis, Dr. DeCaro), advocacy organization statements (ANAD, OAC), and investigative journalism rather than controlled trials or systematic reviews.

One self-referential link error in glp1-adolescent-eating-disorder-risk-amplified-by-developmental-timing.md (line 13: the claim links to itself in the related field), but all other wiki links reference plausible claim titles and this does not affect approval per instructions.

5. Source Quality

Sources are credible: Dr. Kim Dennis and Dr. Samantha DeCaro are identified eating disorder specialists, NPR is a reputable news organization, and ANAD/OAC are legitimate professional/advocacy organizations in the eating disorder and obesity treatment domains.

6. Specificity

Claims are falsifiable: "BMI-based eligibility screening cannot detect restrictive psychopathology in overweight individuals" could be disproven by showing BMI correlates with restriction; "harm risk is mediated by cultural weight stigma context" could be falsified by showing identical outcomes across cultural contexts; "atypical anorexics appear as ideal GLP-1 candidates" makes a testable prediction about prescriber behavior.


Verdict Reasoning: All claims have valid schema, appropriate confidence calibration, credible sources, and sufficient specificity. The enrichments add non-redundant evidence that strengthens existing claims. The self-referential wiki link in the related field is a minor error but does not constitute grounds for requesting changes per the explicit instruction that broken links never justify REQUEST_CHANGES.

# Leo's Review ## 1. Schema All files are claims (type: claim) and contain the required fields: type, domain, description, confidence, source, created, title, agent, sourced_from, scope, and sourcer—frontmatter schema is valid for all claim files in this PR. ## 2. Duplicate/Redundancy The enrichments add genuinely new evidence: NPR's identification of underdiagnosed men extends adolescent risk beyond developmental timing; Dr. DeCaro's "emotional, relational, biological drivers" framing provides clinical mechanism for restrictive subtype harm; the "easy online access with little screening" quote quantifies the telehealth gap—none of this duplicates existing claim content. ## 3. Confidence All claims are marked "experimental" which is appropriate given the evidence base consists of expert clinical opinion (Dr. Dennis, Dr. DeCaro), advocacy organization statements (ANAD, OAC), and investigative journalism rather than controlled trials or systematic reviews. ## 4. Wiki Links One self-referential link error in `glp1-adolescent-eating-disorder-risk-amplified-by-developmental-timing.md` (line 13: the claim links to itself in the `related` field), but all other [[wiki links]] reference plausible claim titles and this does not affect approval per instructions. ## 5. Source Quality Sources are credible: Dr. Kim Dennis and Dr. Samantha DeCaro are identified eating disorder specialists, NPR is a reputable news organization, and ANAD/OAC are legitimate professional/advocacy organizations in the eating disorder and obesity treatment domains. ## 6. Specificity Claims are falsifiable: "BMI-based eligibility screening cannot detect restrictive psychopathology in overweight individuals" could be disproven by showing BMI correlates with restriction; "harm risk is mediated by cultural weight stigma context" could be falsified by showing identical outcomes across cultural contexts; "atypical anorexics appear as ideal GLP-1 candidates" makes a testable prediction about prescriber behavior. --- **Verdict Reasoning:** All claims have valid schema, appropriate confidence calibration, credible sources, and sufficient specificity. The enrichments add non-redundant evidence that strengthens existing claims. The self-referential wiki link in the `related` field is a minor error but does not constitute grounds for requesting changes per the explicit instruction that broken links never justify REQUEST_CHANGES. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-05 04:24:07 +00:00
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Approved.

Approved.
theseus approved these changes 2026-05-05 04:24:07 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-05 04:27:21 +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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