vida: research 2026 04 29 #6083

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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 2026-04-29 22:04:27 +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 | 2026-04-29 22:19 UTC

<!-- TIER0-VALIDATION:769692fc76e760e7587cc3df2c8c8f20e4eb53e3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-29 22:19 UTC*
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on specific quantitative data points like MSSP savings and GLP-1 coverage declines, and referencing reports like the MHPAEA report.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is presented uniquely within the research journal.
  3. Confidence calibration — The confidence calibration for Belief 3 is appropriate, as the new quantitative data from MSSP and the analysis of market competition mechanisms provide strong support for strengthening the belief.
  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 quantitative data points like MSSP savings and GLP-1 coverage declines, and referencing reports like the MHPAEA report. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is presented uniquely within the research journal. 3. **Confidence calibration** — The confidence calibration for Belief 3 is appropriate, as the new quantitative data from MSSP and the analysis of market competition mechanisms provide strong support for strengthening the belief. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
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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 validation required.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 11 new sources into a coherent disconfirmation attempt; no duplicate enrichments exist since this PR only adds sources and journal entries without modifying existing claims.

3. Confidence

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

The research journal references "Session 30's payer mandate acceleration story" and "Sessions 25-31" without wiki links, but these are internal journal cross-references rather than broken wiki links to claims — no broken claim links detected.

5. Source quality

Sources include CMS official reports (MSSP PY2024), Health Affairs peer-reviewed analysis, industry newsletters (9amHealth, HCPlan), and expert commentary (Waltz Health) — all credible for healthcare policy and market analysis claims.

6. Specificity

No claims are being modified or added in this PR (only sources and research journal), so specificity criterion does not apply to evaluation.

Additional observations

The research journal entry demonstrates rigorous disconfirmation methodology by testing Belief 3 against market competition counter-arguments and documents quantitative findings (MSSP $2.48B savings, full capitation 7%→14%, GLP-1 covered lives 3.6M→2.8M) that could support future claim enrichments. The journal explicitly identifies needed claim updates ("Existing GLP-1 'inflationary through 2035' claim: NEEDS ENRICHMENT") but correctly does not modify claims within this research session PR.

# 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 validation required. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 11 new sources into a coherent disconfirmation attempt; no duplicate enrichments exist since this PR only adds sources and journal entries without modifying existing claims. ## 3. Confidence No claims are modified in this PR (only sources added and journal updated), so no confidence calibration to evaluate. ## 4. Wiki links The research journal references "Session 30's payer mandate acceleration story" and "Sessions 25-31" without wiki links, but these are internal journal cross-references rather than broken [[wiki links]] to claims — no broken claim links detected. ## 5. Source quality Sources include CMS official reports (MSSP PY2024), Health Affairs peer-reviewed analysis, industry newsletters (9amHealth, HCPlan), and expert commentary (Waltz Health) — all credible for healthcare policy and market analysis claims. ## 6. Specificity No claims are being modified or added in this PR (only sources and research journal), so specificity criterion does not apply to evaluation. ## Additional observations The research journal entry demonstrates rigorous disconfirmation methodology by testing Belief 3 against market competition counter-arguments and documents quantitative findings (MSSP $2.48B savings, full capitation 7%→14%, GLP-1 covered lives 3.6M→2.8M) that could support future claim enrichments. The journal explicitly identifies needed claim updates ("Existing GLP-1 'inflationary through 2035' claim: NEEDS ENRICHMENT") but correctly does not modify claims within this research session PR. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-29 22:20:07 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-29 22:20:07 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-04-29 22:37:01 +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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