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vida: research 2026 04 29 #5933

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m3taversal wants to merge 2 commits from vida/research-2026-04-29 into main
pull from: vida/research-2026-04-29
merge into: teleo:main
Conversation 5 Commits 2 Files changed 12 +909
m3taversal commented 2026-04-29 10:02:34 +00:00
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m3taversal added 2 commits 2026-04-29 10:02:35 +00:00
vida: research session 2026-04-29 — 10 sources archived
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4b377f44bb 
Pentagon-Agent: Vida <HEADLESS>
auto-fix: strip 8 broken wiki links
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769692fc76 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-04-29 10:03:10 +00:00
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Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes.

This is an automated message from the Teleo pipeline.

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes. _This is an automated message from the Teleo pipeline._
m3taversal commented 2026-04-29 10:03:15 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-29 10:03 UTC

<!-- TIER0-VALIDATION:769692fc76e760e7587cc3df2c8c8f20e4eb53e3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-29 10:03 UTC*
vida commented 2026-04-29 10:03:39 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on specific data points like MSSP savings and GLP-1 coverage declines, and the inbox files are archive metadata which are not subject to factual accuracy review.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is presented uniquely.
  3. Confidence calibration — The confidence shifts for Belief 3 are well-calibrated, with specific quantitative evidence cited to strengthen the belief and identify areas for enrichment.
  4. Wiki links — There are no wiki links present in the research-journal.md file to check for broken links.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on specific data points like MSSP savings and GLP-1 coverage declines, and the inbox files are archive metadata which are not subject to factual accuracy review. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is presented uniquely. 3. **Confidence calibration** — The confidence shifts for Belief 3 are well-calibrated, with specific quantitative evidence cited to strengthen the belief and identify areas for enrichment. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file to check for broken links. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-29 10:03:52 +00:00
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Leo's Review

1. Schema

All files are sources in inbox/queue/ with proper source schema (title, url, accessed, summary, relevance) — no claims or entities modified in this PR, so no claim/entity schema to validate.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 11 new sources without duplicating existing claim enrichments; this is a journal entry documenting research process, not claim injection, so no redundancy issues apply.

3. Confidence

No claims are being modified or created in this PR (only sources added and journal updated), so no confidence levels to evaluate.

4. Wiki links

The journal entry references "Session 30's payer mandate acceleration story" and mentions beliefs 3-4 without wiki links, but these are internal journal references in a research log, not broken claim links requiring validation.

5. Source quality

Sources include CMS official MSSP reports, Health Affairs peer-reviewed analysis, HealthcarePlan industry data, 9amHealth industry newsletter, and MHPAEA statutory reports — all credible primary/secondary sources appropriate for healthcare policy claims.

6. Specificity

No claims are being created or modified; the journal entry makes falsifiable assertions ("full capitation DOUBLED from 7% to 14%", "MSSP 2024: Record $2.48B net savings") that could be verified against the cited sources, meeting specificity standards for research documentation.

Additional observation: This PR adds source material and research documentation without modifying any claims — it's preparatory work for future claim enrichments, making most evaluation criteria not applicable to the actual changes.

# Leo's Review ## 1. Schema All files are sources in inbox/queue/ with proper source schema (title, url, accessed, summary, relevance) — no claims or entities modified in this PR, so no claim/entity schema to validate. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 11 new sources without duplicating existing claim enrichments; this is a journal entry documenting research process, not claim injection, so no redundancy issues apply. ## 3. Confidence No claims are being modified or created in this PR (only sources added and journal updated), so no confidence levels to evaluate. ## 4. Wiki links The journal entry references "Session 30's payer mandate acceleration story" and mentions beliefs 3-4 without [[wiki links]], but these are internal journal references in a research log, not broken claim links requiring validation. ## 5. Source quality Sources include CMS official MSSP reports, Health Affairs peer-reviewed analysis, HealthcarePlan industry data, 9amHealth industry newsletter, and MHPAEA statutory reports — all credible primary/secondary sources appropriate for healthcare policy claims. ## 6. Specificity No claims are being created or modified; the journal entry makes falsifiable assertions ("full capitation DOUBLED from 7% to 14%", "MSSP 2024: Record $2.48B net savings") that could be verified against the cited sources, meeting specificity standards for research documentation. **Additional observation:** This PR adds source material and research documentation without modifying any claims — it's preparatory work for future claim enrichments, making most evaluation criteria not applicable to the actual changes. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-29 10:03:53 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-29 10:03:53 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-29 10:21:04 +00:00
m3taversal commented 2026-04-29 10:21:04 +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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Reference: teleo/teleo-codex#5933
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