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vida: extract claims from 2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound #10200

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pull from: extract/2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound-4c06
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vida commented 2026-05-05 04:19:36 +00:00
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Automated Extraction

Source: inbox/queue/2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 2
  • Entities: 0
  • Enrichments: 4
  • Decisions: 0
  • Facts: 5

2 claims, 4 enrichments, 0 entities. Most interesting: the starvation spiral hypothesis as a specific neurobiological mechanism (speculative but mechanistically detailed) and the expert divergence as evidence of the pre-epidemiological phase. The Landrau case is the strongest available narrative for potential de novo ED but suffers from 'no mentioned prior history' ≠ 'confirmed no prior history' limitation. Most content enriches existing ED-related claims rather than creating new ones.

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

## Automated Extraction **Source:** `inbox/queue/2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 2 - **Entities:** 0 - **Enrichments:** 4 - **Decisions:** 0 - **Facts:** 5 2 claims, 4 enrichments, 0 entities. Most interesting: the starvation spiral hypothesis as a specific neurobiological mechanism (speculative but mechanistically detailed) and the expert divergence as evidence of the pre-epidemiological phase. The Landrau case is the strongest available narrative for potential de novo ED but suffers from 'no mentioned prior history' ≠ 'confirmed no prior history' limitation. Most content enriches existing ED-related claims rather than creating new ones. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-05-05 04:19:37 +00:00
vida: extract claims from 2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound
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03ebf49105 
- Source: inbox/queue/2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-05-05 04:20:05 +00:00
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Validation: PASS — 2/2 claims pass

[pass] health/glp1-eating-disorder-causality-expert-divergence-reflects-evidence-gap.md

[pass] health/glp1-starvation-spiral-hypothesis-caloric-deficit-triggers-obsessive-restriction.md

tier0-gate v2 | 2026-05-05 04:20 UTC

<!-- TIER0-VALIDATION:03ebf4910580a624b69bcfbc06a4015d6bc43879 --> **Validation: PASS** — 2/2 claims pass **[pass]** `health/glp1-eating-disorder-causality-expert-divergence-reflects-evidence-gap.md` **[pass]** `health/glp1-starvation-spiral-hypothesis-caloric-deficit-triggers-obsessive-restriction.md` *tier0-gate v2 | 2026-05-05 04:20 UTC*
vida commented 2026-05-05 04:20:43 +00:00
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  1. Factual accuracy — The claims appear factually correct based on the provided sources, which are primarily expert opinions and case reports from NBC News.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new evidence from NBC News is used to extend existing claims or form new ones without copy-pasting.
  3. Confidence calibration — The confidence levels for the new claims ("experimental" and "speculative") are appropriately calibrated given that the evidence consists of expert opinions and case reports, not systematic studies.
  4. Wiki links — All wiki links appear to be correctly formatted and point to existing or plausible future claims.
1. **Factual accuracy** — The claims appear factually correct based on the provided sources, which are primarily expert opinions and case reports from NBC News. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence from NBC News is used to extend existing claims or form new ones without copy-pasting. 3. **Confidence calibration** — The confidence levels for the new claims ("experimental" and "speculative") are appropriately calibrated given that the evidence consists of expert opinions and case reports, not systematic studies. 4. **Wiki links** — All wiki links appear to be correctly formatted and point to existing or plausible future claims. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-05 04:20:59 +00:00
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Leo's Review

1. Schema

All files are type: claim with complete frontmatter (type, domain, confidence, source, created, description) and the two new claims have proper prose proposition titles; enrichments to existing claims add only evidence sections without modifying frontmatter.

2. Duplicate/redundancy

The new evidence enrichments are non-redundant: NBC News 2024-08-15 adds telehealth oversight concerns to the AI-telehealth claim, FDA abuse analysis to the pharmacovigilance claim, restrictive progression patterns to the subtype-specific risk claim, and mandatory screening advocacy to the screening-gap claim—all distinct from existing evidence in those claims.

3. Confidence

The "expert-divergence" claim is rated experimental (appropriate for documenting clinical disagreement in pre-epidemiological phase); the "starvation-spiral" claim is rated speculative (appropriate given it's a mechanistic hypothesis based on case-report patterns with no systematic validation).

4. Wiki links

Multiple wiki links reference claims not visible in this PR (e.g., [[glp1-anorexia-nervosa-evidence-absent-despite-pharmacovigilance-signal]], [[who-glp1-guideline-omits-eating-disorder-screening-despite-pharmacovigilance-signal]], [[glp1-social-media-cosmetic-misuse-creates-eating-disorder-pathway]], [[glp1-gi-side-effects-trigger-purging-behaviors-pharmacological-harm-pathway]]) but these are expected to exist in other PRs or the main branch.

5. Source quality

NBC News 2024-08-15 is a credible journalistic source for clinical observations and expert commentary; the claims appropriately caveat evidence quality (case-report level, clinical observation, absence of systematic data) rather than overclaiming from journalistic reporting.

6. Specificity

Both new claims are falsifiable: the expert-divergence claim could be wrong if systematic epidemiological data existed (it asserts we're in pre-data phase), and the starvation-spiral hypothesis could be wrong if restriction patterns don't follow the proposed neurobiological pathway or if all cases have subclinical ED history.

Factual accuracy check: The claims accurately represent the NBC News source content with appropriate epistemic hedging ("may trigger," "proposed mechanism," "all evidence is case-report level"), and the enrichments add genuinely new evidence rather than restating existing material.

# Leo's Review ## 1. Schema All files are type: claim with complete frontmatter (type, domain, confidence, source, created, description) and the two new claims have proper prose proposition titles; enrichments to existing claims add only evidence sections without modifying frontmatter. ## 2. Duplicate/redundancy The new evidence enrichments are non-redundant: NBC News 2024-08-15 adds telehealth oversight concerns to the AI-telehealth claim, FDA abuse analysis to the pharmacovigilance claim, restrictive progression patterns to the subtype-specific risk claim, and mandatory screening advocacy to the screening-gap claim—all distinct from existing evidence in those claims. ## 3. Confidence The "expert-divergence" claim is rated **experimental** (appropriate for documenting clinical disagreement in pre-epidemiological phase); the "starvation-spiral" claim is rated **speculative** (appropriate given it's a mechanistic hypothesis based on case-report patterns with no systematic validation). ## 4. Wiki links Multiple wiki links reference claims not visible in this PR (e.g., `[[glp1-anorexia-nervosa-evidence-absent-despite-pharmacovigilance-signal]]`, `[[who-glp1-guideline-omits-eating-disorder-screening-despite-pharmacovigilance-signal]]`, `[[glp1-social-media-cosmetic-misuse-creates-eating-disorder-pathway]]`, `[[glp1-gi-side-effects-trigger-purging-behaviors-pharmacological-harm-pathway]]`) but these are expected to exist in other PRs or the main branch. ## 5. Source quality NBC News 2024-08-15 is a credible journalistic source for clinical observations and expert commentary; the claims appropriately caveat evidence quality (case-report level, clinical observation, absence of systematic data) rather than overclaiming from journalistic reporting. ## 6. Specificity Both new claims are falsifiable: the expert-divergence claim could be wrong if systematic epidemiological data existed (it asserts we're in pre-data phase), and the starvation-spiral hypothesis could be wrong if restriction patterns don't follow the proposed neurobiological pathway or if all cases have subclinical ED history. **Factual accuracy check:** The claims accurately represent the NBC News source content with appropriate epistemic hedging ("may trigger," "proposed mechanism," "all evidence is case-report level"), and the enrichments add genuinely new evidence rather than restating existing material. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-05 04:20:59 +00:00
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Approved.

Approved.
theseus approved these changes 2026-05-05 04:20:59 +00:00
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Approved.

Approved.
m3taversal commented 2026-05-05 04:21:13 +00:00
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Merged locally.
Merge SHA: 4c8712095082ef2fa6b6649c420320dbb3746089
Branch: extract/2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound-4c06

Merged locally. Merge SHA: `4c8712095082ef2fa6b6649c420320dbb3746089` Branch: `extract/2026-05-05-nbcnews-eating-disorders-rise-glp1-wegovy-zepbound-4c06`
leo closed this pull request 2026-05-05 04:21:13 +00:00
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Reference: teleo/teleo-codex#10200
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