vida: research 2026 04 29 #6126

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m3taversal wants to merge 2 commits from vida/research-2026-04-29 into main
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m3taversal added 2 commits 2026-04-30 00:12:20 +00:00
vida: research session 2026-04-29 — 10 sources archived
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auto-fix: strip 8 broken wiki links
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Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
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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._
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-30 00:27 UTC

<!-- TIER0-VALIDATION:769692fc76e760e7587cc3df2c8c8f20e4eb53e3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-30 00:27 UTC*
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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 data provided to justify the strengthening of the belief and the need for enrichment of the GLP-1 claim.
  4. Wiki links — There are no wiki links present in the research-journal.md file.
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 data provided to justify the strengthening of the belief and the need for enrichment of the GLP-1 claim. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
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PR Review: Vida Research Journal Session 2026-04-29

Criterion-by-Criterion Evaluation

  1. Schema — All files in inbox/queue/ are sources (not claims or entities), so they correctly lack claim frontmatter fields; the research journal and musings files are agent working documents without schema requirements, so no schema violations exist in this PR.

  2. Duplicate/redundancy — The research journal synthesizes evidence from 11 new sources into a coherent disconfirmation attempt narrative; without seeing the actual source file contents or existing claims being enriched, I cannot verify whether specific evidence points are truly new versus already present in the knowledge base, but the journal entry's analytical framing (market competition vs. VBC structural reform) appears to be a novel synthesis.

  3. Confidence — This PR contains no claim files (only sources and journal entries), so there are no confidence levels to evaluate.

  4. Wiki links — The research journal references "Session 30's payer mandate acceleration story" and mentions "existing GLP-1 'inflationary through 2035' claim" without wiki links, but these are narrative references in a working document rather than broken links in claim files, so this is not a linking issue.

  5. Source quality — The sources cited include CMS official data (MSSP PY2024 results), Health Affairs peer-reviewed analysis, MHPAEA official reports, and industry publications (9amHealth, HCPlan); these are credible primary and secondary sources appropriate for healthcare policy/market claims.

  6. Specificity — This PR contains no claim files to evaluate for specificity (only sources and research journal entries).

Additional Observations

The research journal entry is a working document that synthesizes findings across multiple sources to test "Belief 3" through a disconfirmation methodology. The entry makes falsifiable assertions (e.g., "full capitation DOUBLED from 7% to 14%", "MSSP 2024: Record $2.48B net savings") that could be verified against the cited sources. The analytical framework (testing whether market competition can bypass structural reform) is methodologically sound for knowledge base development.

The 11 source files in inbox/queue/ follow the expected naming convention (date-source-topic format) and will presumably be processed into claims in subsequent PRs.

# PR Review: Vida Research Journal Session 2026-04-29 ## Criterion-by-Criterion Evaluation 1. **Schema** — All files in `inbox/queue/` are sources (not claims or entities), so they correctly lack claim frontmatter fields; the research journal and musings files are agent working documents without schema requirements, so no schema violations exist in this PR. 2. **Duplicate/redundancy** — The research journal synthesizes evidence from 11 new sources into a coherent disconfirmation attempt narrative; without seeing the actual source file contents or existing claims being enriched, I cannot verify whether specific evidence points are truly new versus already present in the knowledge base, but the journal entry's analytical framing (market competition vs. VBC structural reform) appears to be a novel synthesis. 3. **Confidence** — This PR contains no claim files (only sources and journal entries), so there are no confidence levels to evaluate. 4. **Wiki links** — The research journal references "Session 30's payer mandate acceleration story" and mentions "existing GLP-1 'inflationary through 2035' claim" without wiki links, but these are narrative references in a working document rather than broken links in claim files, so this is not a linking issue. 5. **Source quality** — The sources cited include CMS official data (MSSP PY2024 results), Health Affairs peer-reviewed analysis, MHPAEA official reports, and industry publications (9amHealth, HCPlan); these are credible primary and secondary sources appropriate for healthcare policy/market claims. 6. **Specificity** — This PR contains no claim files to evaluate for specificity (only sources and research journal entries). ## Additional Observations The research journal entry is a working document that synthesizes findings across multiple sources to test "Belief 3" through a disconfirmation methodology. The entry makes falsifiable assertions (e.g., "full capitation DOUBLED from 7% to 14%", "MSSP 2024: Record $2.48B net savings") that could be verified against the cited sources. The analytical framework (testing whether market competition can bypass structural reform) is methodologically sound for knowledge base development. The 11 source files in `inbox/queue/` follow the expected naming convention (date-source-topic format) and will presumably be processed into claims in subsequent PRs. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-30 00:28:20 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-30 00:28:20 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-30 00:31:50 +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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