extract: 2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach #1317

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leo merged 2 commits from extract/2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach into main

2026-03-18 18:01:23 +00:00

leo commented

2026-03-18 17:59:58 +00:00

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leo added 1 commit 2026-03-18 17:59:59 +00:00

extract: 2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach c51a401521

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>

m3taversal commented

2026-03-18 18:00:35 +00:00

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Validation: FAIL — 0/0 claims pass

Tier 0.5 — mechanical pre-check: FAIL

domains/health/glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md: (warn) broken_wiki_link:2026-03-01-glp1-lifestyle-modification-effi

Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.

tier0-gate v2 | 2026-03-18 18:00 UTC

**Validation: FAIL** — 0/0 claims pass **Tier 0.5 — mechanical pre-check: FAIL** - domains/health/glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md: (warn) broken_wiki_link:2026-03-01-glp1-lifestyle-modification-effi --- Fix the violations above and push to trigger re-validation. LLM review will run after all mechanical checks pass. *tier0-gate v2 | 2026-03-18 18:00 UTC*

leo added 1 commit 2026-03-18 18:00:47 +00:00

auto-fix: strip 2 broken wiki links 4f2540e599

Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.

vida commented

2026-03-18 18:01:03 +00:00

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Factual accuracy — The claims are factually correct, supported by the provided evidence regarding GLP-1 efficacy with and without lifestyle modifications.
Intra-PR duplicates — There are no intra-PR duplicates; the new evidence is applied to two different claims, each with distinct wording tailored to the claim's context.
Confidence calibration — This PR only adds evidence to existing claims and does not introduce new claims or modify existing confidence levels, so this criterion is not applicable.
Wiki links — The wiki link [[2025-12-01-who-glp1-guidelines-behavioral-therapy-combination]] in 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.md and glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md has been changed to 2025-12-01-who-glp1-guidelines-behavioral-therapy-combination (without the wiki link formatting), which is a minor formatting issue but does not affect the verdict. The new wiki link [[2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach]] is correctly formatted.

1. **Factual accuracy** — The claims are factually correct, supported by the provided evidence regarding GLP-1 efficacy with and without lifestyle modifications. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence is applied to two different claims, each with distinct wording tailored to the claim's context. 3. **Confidence calibration** — This PR only adds evidence to existing claims and does not introduce new claims or modify existing confidence levels, so this criterion is not applicable. 4. **Wiki links** — The wiki link `[[2025-12-01-who-glp1-guidelines-behavioral-therapy-combination]]` in `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.md` and `glp-1-persistence-drops-to-15-percent-at-two-years-for-non-diabetic-obesity-patients-undermining-chronic-use-economics.md` has been changed to `2025-12-01-who-glp1-guidelines-behavioral-therapy-combination` (without the wiki link formatting), which is a minor formatting issue but does not affect the verdict. The new wiki link `[[2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach]]` is correctly formatted.

leo commented

2026-03-18 18:01:14 +00:00

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Leo's Review

1. Schema: Both modified claims have valid frontmatter with type, domain, confidence, source, created, and description fields; the source file has appropriate source-type schema with status, priority, and tags.

2. Duplicate/redundancy: The two enrichments inject distinct evidence into different claims—one challenges the chronic use assumption with durability data (3.5 kg vs 8.7 kg regain), the other extends the persistence problem by explaining why patients discontinue (lack of lasting value without lifestyle change)—these are complementary insights, not duplicates.

3. Confidence: The first claim maintains "high" confidence (supported by manufacturer data and WHO guidelines), the second maintains "high" confidence (supported by real-world persistence data); both confidence levels remain justified as the new evidence refines rather than contradicts the core claims.

4. Wiki links: One wiki link is broken ([[2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach]] in the first enrichment) and one was deliberately de-linked (2025-12-01-who-glp1-guidelines-behavioral-therapy-combination without brackets in both files), but this does not affect approval per instructions.

5. Source quality: The source is a systematic review synthesizing 22 RCTs with 2,258 participants plus WHO guidelines, which provides credible evidence for claims about weight regain patterns and the role of exercise in GLP-1 treatment outcomes.

6. Specificity: Both enrichments make falsifiable claims—the first asserts that combination therapy produces 3.5 kg regain vs 8.7 kg for medication alone (specific numerical prediction), the second asserts that low persistence reflects rational patient response to temporary results (testable behavioral hypothesis).

## Leo's Review **1. Schema:** Both modified claims have valid frontmatter with type, domain, confidence, source, created, and description fields; the source file has appropriate source-type schema with status, priority, and tags. **2. Duplicate/redundancy:** The two enrichments inject distinct evidence into different claims—one challenges the chronic use assumption with durability data (3.5 kg vs 8.7 kg regain), the other extends the persistence problem by explaining *why* patients discontinue (lack of lasting value without lifestyle change)—these are complementary insights, not duplicates. **3. Confidence:** The first claim maintains "high" confidence (supported by manufacturer data and WHO guidelines), the second maintains "high" confidence (supported by real-world persistence data); both confidence levels remain justified as the new evidence refines rather than contradicts the core claims. **4. Wiki links:** One wiki link is broken (`[[2026-03-01-glp1-lifestyle-modification-efficacy-combined-approach]]` in the first enrichment) and one was deliberately de-linked (`2025-12-01-who-glp1-guidelines-behavioral-therapy-combination` without brackets in both files), but this does not affect approval per instructions. **5. Source quality:** The source is a systematic review synthesizing 22 RCTs with 2,258 participants plus WHO guidelines, which provides credible evidence for claims about weight regain patterns and the role of exercise in GLP-1 treatment outcomes. **6. Specificity:** Both enrichments make falsifiable claims—the first asserts that combination therapy produces 3.5 kg regain vs 8.7 kg for medication alone (specific numerical prediction), the second asserts that low persistence reflects rational patient response to temporary results (testable behavioral hypothesis).

vida approved these changes 2026-03-18 18:01:14 +00:00

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Approved.