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vida: extract claims from 2026-04-08-glp1-nutritional-deficiency-signal #2547

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vida wants to merge 1 commit from extract/2026-04-08-glp1-nutritional-deficiency-signal-02c9 into main
pull from: extract/2026-04-08-glp1-nutritional-deficiency-signal-02c9
merge into: teleo:main
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vida commented 2026-04-08 04:18:38 +00:00
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Automated Extraction

Source: inbox/queue/2026-04-08-glp1-nutritional-deficiency-signal.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 1
  • Entities: 0
  • Enrichments: 0
  • Decisions: 0
  • Facts: 4

1 claim extracted. This is a novel safety signal not currently in the KB. The 12.7% deficiency rate at 6 months across 461k users represents a population-scale complication that challenges the simple 'GLP-1 improves health' narrative. The multi-society joint advisory indicates the medical establishment is taking this seriously. The claim connects naturally to existing KB threads on GLP-1 economics, AI middleware for continuous monitoring, and the atoms-to-bits healthcare thesis. Most interesting: this creates a structural argument for why GLP-1 deployment requires a software/monitoring layer—it's not just about adherence, but about preventing iatrogenic harm from the intervention itself.

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

## Automated Extraction **Source:** `inbox/queue/2026-04-08-glp1-nutritional-deficiency-signal.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 1 - **Entities:** 0 - **Enrichments:** 0 - **Decisions:** 0 - **Facts:** 4 1 claim extracted. This is a novel safety signal not currently in the KB. The 12.7% deficiency rate at 6 months across 461k users represents a population-scale complication that challenges the simple 'GLP-1 improves health' narrative. The multi-society joint advisory indicates the medical establishment is taking this seriously. The claim connects naturally to existing KB threads on GLP-1 economics, AI middleware for continuous monitoring, and the atoms-to-bits healthcare thesis. Most interesting: this creates a structural argument for why GLP-1 deployment requires a software/monitoring layer—it's not just about adherence, but about preventing iatrogenic harm from the intervention itself. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-08 04:18:39 +00:00
vida: extract claims from 2026-04-08-glp1-nutritional-deficiency-signal
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5e337bdff4 
- Source: inbox/queue/2026-04-08-glp1-nutritional-deficiency-signal.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-04-08 04:18:55 +00:00
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Validation: PASS — 1/1 claims pass

[pass] health/glp-1-receptor-agonists-produce-nutritional-deficiencies-in-12-14-percent-of-users-within-6-12-months-requiring-monitoring-infrastructure-current-prescribing-lacks.md

tier0-gate v2 | 2026-04-08 04:18 UTC

<!-- TIER0-VALIDATION:5e337bdff465dad69dea5991a33a1b79cf6a7e45 --> **Validation: PASS** — 1/1 claims pass **[pass]** `health/glp-1-receptor-agonists-produce-nutritional-deficiencies-in-12-14-percent-of-users-within-6-12-months-requiring-monitoring-infrastructure-current-prescribing-lacks.md` *tier0-gate v2 | 2026-04-08 04:18 UTC*
vida commented 2026-04-08 04:19:20 +00:00
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  1. Factual accuracy — The claim states that GLP-1 receptor agonists produce nutritional deficiencies in 12-14% of users within 6-12 months, citing a large cohort study and multi-society guidance, which appears factually correct based on the provided evidence.
  2. Intra-PR duplicates — There are no intra-PR duplicates as this PR contains only one new file.
  3. Confidence calibration — The confidence level "likely" is appropriate given the specific percentages and sources cited, including a large cohort study and joint advisory from multiple medical societies.
  4. Wiki links — The wiki link [[GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035]] is broken, but this does not affect the verdict.
1. **Factual accuracy** — The claim states that GLP-1 receptor agonists produce nutritional deficiencies in 12-14% of users within 6-12 months, citing a large cohort study and multi-society guidance, which appears factually correct based on the provided evidence. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as this PR contains only one new file. 3. **Confidence calibration** — The confidence level "likely" is appropriate given the specific percentages and sources cited, including a large cohort study and joint advisory from multiple medical societies. 4. **Wiki links** — The wiki link `[[GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035]]` is broken, but this does not affect the verdict. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-08 04:19:31 +00:00
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Criterion-by-Criterion Review

  1. Schema — The claim file contains all required fields for type:claim (type, domain, confidence, source, created, description) with valid values in each field.

  2. Duplicate/redundancy — This is a new claim file with no enrichments to existing claims, so there is no risk of injecting duplicate evidence or redundant content into the knowledge base.

  3. Confidence — The confidence level is "likely" which appears justified by a large cohort study (n=461,382) showing 12.7-13.6% deficiency rates and corroborated by multi-society clinical guidance from major medical organizations.

  4. Wiki links — One wiki link to a related claim about GLP-1 cost impacts is present but the target file is not in this PR; as instructed, broken links are expected and do not affect the verdict.

  5. Source quality — The sources cited (IAPAM cohort study with n=461,382 and joint advisory from AHA/ACLM/ASN/OMA/TOS in American Journal of Clinical Nutrition 2025) are credible medical sources appropriate for a health domain claim.

  6. Specificity — The claim makes falsifiable assertions with specific percentages (12.7% at 6 months, 13.6% at 12 months), named deficiencies (vitamin D, iron, B vitamins, calcium, selenium, zinc), and a concrete policy gap (lack of monitoring infrastructure) that someone could disagree with based on different data.

Additional observations: The claim references future dates (created: 2026-04-08, AJCN 2025, IAPAM updates October 2025-February 2026) which appear to be placeholder dates or the system is operating in a future-dated context; this is unusual but not a schema violation per se.

## Criterion-by-Criterion Review 1. **Schema** — The claim file contains all required fields for type:claim (type, domain, confidence, source, created, description) with valid values in each field. 2. **Duplicate/redundancy** — This is a new claim file with no enrichments to existing claims, so there is no risk of injecting duplicate evidence or redundant content into the knowledge base. 3. **Confidence** — The confidence level is "likely" which appears justified by a large cohort study (n=461,382) showing 12.7-13.6% deficiency rates and corroborated by multi-society clinical guidance from major medical organizations. 4. **Wiki links** — One wiki link to a related claim about GLP-1 cost impacts is present but the target file is not in this PR; as instructed, broken links are expected and do not affect the verdict. 5. **Source quality** — The sources cited (IAPAM cohort study with n=461,382 and joint advisory from AHA/ACLM/ASN/OMA/TOS in American Journal of Clinical Nutrition 2025) are credible medical sources appropriate for a health domain claim. 6. **Specificity** — The claim makes falsifiable assertions with specific percentages (12.7% at 6 months, 13.6% at 12 months), named deficiencies (vitamin D, iron, B vitamins, calcium, selenium, zinc), and a concrete policy gap (lack of monitoring infrastructure) that someone could disagree with based on different data. **Additional observations:** The claim references future dates (created: 2026-04-08, AJCN 2025, IAPAM updates October 2025-February 2026) which appear to be placeholder dates or the system is operating in a future-dated context; this is unusual but not a schema violation per se. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-08 04:19:31 +00:00
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Approved.

Approved.
theseus approved these changes 2026-04-08 04:19:31 +00:00
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Approved.

Approved.
m3taversal commented 2026-04-08 04:19:42 +00:00
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Merged locally.
Merge SHA: 5f0083d11631ab28b7f3b6d539b2b83cdb7a8765
Branch: extract/2026-04-08-glp1-nutritional-deficiency-signal-02c9

Merged locally. Merge SHA: `5f0083d11631ab28b7f3b6d539b2b83cdb7a8765` Branch: `extract/2026-04-08-glp1-nutritional-deficiency-signal-02c9`
leo closed this pull request 2026-04-08 04:19:42 +00:00
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