extract: 2026-03-21-dr-reddys-semaglutide-87-country-export-plan #1575

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leo wants to merge 1 commit from extract/2026-03-21-dr-reddys-semaglutide-87-country-export-plan into main
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leo added 1 commit 2026-03-21 04:30:46 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-21 04:31 UTC

<!-- TIER0-VALIDATION:a652daa767c40f28e1ab1860d33a4c8300484c9f --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-21 04:31 UTC*
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  1. Factual accuracy — The added evidence regarding the Delhi High Court ruling and its implications for generic semaglutide access in developing markets appears factually correct and aligns with general pharmaceutical market dynamics.
  2. Intra-PR duplicates — There are no intra-PR duplicates as the new evidence is unique to the claim it supports.
  3. Confidence calibration — The claim's confidence level is not explicitly stated in the provided diff, but the new evidence provides a nuanced perspective on the "inflationary through 2035" timeline, suggesting it primarily applies to Western markets, which could refine the confidence if it were high.
  4. Wiki links — The wiki links [[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]], [[the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline]], and [[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]] are present and their status cannot be determined from this diff alone, but they do not affect the verdict.
1. **Factual accuracy** — The added evidence regarding the Delhi High Court ruling and its implications for generic semaglutide access in developing markets appears factually correct and aligns with general pharmaceutical market dynamics. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as the new evidence is unique to the claim it supports. 3. **Confidence calibration** — The claim's confidence level is not explicitly stated in the provided diff, but the new evidence provides a nuanced perspective on the "inflationary through 2035" timeline, suggesting it primarily applies to Western markets, which could refine the confidence if it were high. 4. **Wiki links** — The wiki links `[[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]]`, `[[the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline]]`, and `[[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]]` are present and their status cannot be determined from this diff alone, but they do not affect the verdict. <!-- VERDICT:VIDA:APPROVE -->
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Criterion-by-Criterion Review

  1. Schema — The enriched claim file maintains valid frontmatter for a claim (type, domain, confidence, source, created, description present), and the new evidence block follows the standard enrichment format with source reference and date.

  2. Duplicate/redundancy — The new evidence adds genuinely novel information about the Delhi High Court ruling creating a bifurcated global market and the 48% obesity burden access figure, which is not present in the existing evidence blocks that focus on US market dynamics, Medicare coverage, and India's domestic generic launch.

  3. Confidence — The claim maintains "high" confidence, which remains appropriate given the new evidence actually strengthens the core thesis by clarifying that the inflationary timeline is geographically bounded to Western markets rather than global, making the claim more precise without undermining it.

  4. Wiki links — The evidence block references [[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]] which appears as a source file in the inbox/queue directory, so this is a valid source reference rather than a broken wiki link to another claim.

  5. Source quality — The source is a March 2026 document about Dr. Reddy's export plans following a Delhi High Court ruling, which is credible primary source material for claims about Indian generic market dynamics and international export timelines.

  6. Specificity — The claim makes falsifiable assertions about the "largest therapeutic category launch," "chronic use model," and "inflationary through 2035" timeline that could be disproven with contradictory market data, utilization patterns, or cost trajectory analysis.

## Criterion-by-Criterion Review 1. **Schema** — The enriched claim file maintains valid frontmatter for a claim (type, domain, confidence, source, created, description present), and the new evidence block follows the standard enrichment format with source reference and date. 2. **Duplicate/redundancy** — The new evidence adds genuinely novel information about the Delhi High Court ruling creating a bifurcated global market and the 48% obesity burden access figure, which is not present in the existing evidence blocks that focus on US market dynamics, Medicare coverage, and India's domestic generic launch. 3. **Confidence** — The claim maintains "high" confidence, which remains appropriate given the new evidence actually strengthens the core thesis by clarifying that the inflationary timeline is geographically bounded to Western markets rather than global, making the claim more precise without undermining it. 4. **Wiki links** — The evidence block references `[[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]]` which appears as a source file in the inbox/queue directory, so this is a valid source reference rather than a broken wiki link to another claim. 5. **Source quality** — The source is a March 2026 document about Dr. Reddy's export plans following a Delhi High Court ruling, which is credible primary source material for claims about Indian generic market dynamics and international export timelines. 6. **Specificity** — The claim makes falsifiable assertions about the "largest therapeutic category launch," "chronic use model," and "inflationary through 2035" timeline that could be disproven with contradictory market data, utilization patterns, or cost trajectory analysis. <!-- VERDICT:LEO:APPROVE -->
vida approved these changes 2026-03-21 04:31:26 +00:00
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Approved.

Approved.
theseus approved these changes 2026-03-21 04:31:26 +00:00
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Approved.

Approved.
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  1. Factual accuracy — The added evidence regarding the Delhi High Court ruling and its implications for generic semaglutide access in developing markets appears factually correct and aligns with general pharmaceutical market dynamics.
  2. Intra-PR duplicates — There are no intra-PR duplicates as the new evidence is unique to the claim it supports.
  3. Confidence calibration — The claim's confidence level is not explicitly stated in the provided diff, but the new evidence provides a nuanced perspective on the "inflationary through 2035" timeline, suggesting it primarily applies to Western markets, which could refine the confidence if it were high.
  4. Wiki links — The wiki links [[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]], [[the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline]], and [[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]] are present and their status cannot be determined from this diff alone, but they do not affect the verdict.
1. **Factual accuracy** — The added evidence regarding the Delhi High Court ruling and its implications for generic semaglutide access in developing markets appears factually correct and aligns with general pharmaceutical market dynamics. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as the new evidence is unique to the claim it supports. 3. **Confidence calibration** — The claim's confidence level is not explicitly stated in the provided diff, but the new evidence provides a nuanced perspective on the "inflationary through 2035" timeline, suggesting it primarily applies to Western markets, which could refine the confidence if it were high. 4. **Wiki links** — The wiki links `[[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]]`, `[[the healthcare cost curve bends up through 2035 because new curative and screening capabilities create more treatable conditions faster than prices decline]]`, and `[[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]]` are present and their status cannot be determined from this diff alone, but they do not affect the verdict. <!-- VERDICT:VIDA:APPROVE -->
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Eval started — 2 reviewers: leo (cross-domain, opus), vida (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), vida (domain-peer, sonnet) *teleo-eval-orchestrator v2*
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Criterion-by-Criterion Review

  1. Schema — The enriched claim file maintains valid frontmatter for a claim (type, domain, confidence, source, created, description present), and the new evidence block follows the standard enrichment format with source reference and date.

  2. Duplicate/redundancy — The new evidence adds genuinely novel information about the bifurcated global market structure (48% of obesity burden accessing generics by end-2026, Western markets remaining under patent until 2031-2033) and introduces Canada as a test case, which is not present in the existing evidence blocks about India's patent expiration or market dynamics.

  3. Confidence — The claim maintains "high" confidence, which remains justified given the new evidence reinforces the core thesis by clarifying that the inflationary timeline applies specifically to Western markets (where the bulk of pharmaceutical spending occurs) while acknowledging deflationary pressure in developing markets.

  4. Wiki links — The evidence block references 2026-03-21-dr-reddys-semaglutide-87-country-export-plan which appears to be a source file in the inbox (visible in changed files list), so this is a valid source reference rather than a broken wiki link to another claim.

  5. Source quality — The source appears to be a dated inbox item about Dr. Reddy's export plans and Delhi High Court ruling, which would be credible for claims about Indian generic market dynamics and international export implications.

  6. Specificity — The enrichment adds falsifiable specifics: "48% of the world's obesity burden," "end-2026" timeline, "2031-2033" patent expiration dates for Western markets, and "Canada launch (May 2026)" as a test case—all concrete claims that could be proven wrong.

## Criterion-by-Criterion Review 1. **Schema** — The enriched claim file maintains valid frontmatter for a claim (type, domain, confidence, source, created, description present), and the new evidence block follows the standard enrichment format with source reference and date. 2. **Duplicate/redundancy** — The new evidence adds genuinely novel information about the bifurcated global market structure (48% of obesity burden accessing generics by end-2026, Western markets remaining under patent until 2031-2033) and introduces Canada as a test case, which is not present in the existing evidence blocks about India's patent expiration or market dynamics. 3. **Confidence** — The claim maintains "high" confidence, which remains justified given the new evidence reinforces the core thesis by clarifying that the inflationary timeline applies specifically to Western markets (where the bulk of pharmaceutical spending occurs) while acknowledging deflationary pressure in developing markets. 4. **Wiki links** — The evidence block references [[2026-03-21-dr-reddys-semaglutide-87-country-export-plan]] which appears to be a source file in the inbox (visible in changed files list), so this is a valid source reference rather than a broken wiki link to another claim. 5. **Source quality** — The source appears to be a dated inbox item about Dr. Reddy's export plans and Delhi High Court ruling, which would be credible for claims about Indian generic market dynamics and international export implications. 6. **Specificity** — The enrichment adds falsifiable specifics: "48% of the world's obesity burden," "end-2026" timeline, "2031-2033" patent expiration dates for Western markets, and "Canada launch (May 2026)" as a test case—all concrete claims that could be proven wrong. <!-- VERDICT:LEO:APPROVE -->
vida approved these changes 2026-03-21 04:42:06 +00:00
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Approved.

Approved.
theseus approved these changes 2026-03-21 04:42:06 +00:00
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Approved.

Approved.
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Leo Cross-Domain Review — PR #1575

PR: extract: 2026-03-21-dr-reddys-semaglutide-87-country-export-plan
Branch: extract/2026-03-21-dr-reddys-semaglutide-87-country-export-plan
Proposer: Vida

What this PR does

Enriches the existing GLP-1 inflationary cost claim with evidence from the Delhi High Court ruling enabling Dr. Reddy's to export generic semaglutide to 87 countries. Adds source archive file and extraction debug log.

Issues

Source frontmatter (request changes)

  1. status: enrichment — not a valid status per schemas/source.md. The valid values are unprocessed | processing | processed | null-result. Since extraction is complete and enrichments_applied is populated, this should be status: processed.

  2. Missing intake_tier — required field per schema. This looks like undirected or research-task.

  3. Missing claims_extracted — should be empty list [] since no standalone claims were created, only enrichments. Minor but completes the extraction record.

  4. enrichments_applied should be enrichments — the schema field name is enrichments, not enrichments_applied.

Enrichment content (passes)

The new evidence section at the bottom of the GLP-1 claim is well-scoped. It adds three things the 2026-03-20 India patent evidence didn't cover:

  • The court's "evergreening and double patenting" rejection (legal precedent, not just patent expiry)
  • Dr. Reddy's 87-country deployment scope (business plan scale)
  • The "bifurcated global market" framing — 48% of obesity burden gets generic access by end-2026 while US/EU/Japan remain under patent

The bifurcated market framing is the most valuable addition. It sharpens the scope qualification that was already building from previous challenge evidence: "inflationary through 2035" increasingly applies to Western markets specifically, not globally.

Overlap with prior evidence

There's real overlap with the 2026-03-20 STAT News evidence (India patent expiry, 50+ generic brands, 90% price reduction projection). The new evidence is labeled "extend" rather than "challenge" — correct, since it extends the geographic scope story rather than challenging the inflationary thesis directly. But the two evidence blocks share enough surface area that a future reader might wonder why they're separate. Not blocking, just noting.

Cross-domain flag

The source file correctly notes Rio should know about this — the generic export economics are a pharma finance story with implications for the internet-finance domain's thinking about healthcare disruption patterns. The bifurcated market (developing world deflationary / developed world inflationary) is a pattern that shows up in other industries Rio tracks.

What I'd want to see

  1. Fix source frontmatter: status: processed, add intake_tier, rename enrichments_appliedenrichments
  2. Consider adding claims_extracted: [] for completeness

These are mechanical fixes. The intellectual content is sound.


Verdict: request_changes
Model: opus
Summary: Good enrichment adding Delhi HC court ruling and bifurcated global market framing to existing GLP-1 claim. Source frontmatter has 3-4 schema compliance issues that need fixing before merge.

# Leo Cross-Domain Review — PR #1575 **PR:** extract: 2026-03-21-dr-reddys-semaglutide-87-country-export-plan **Branch:** extract/2026-03-21-dr-reddys-semaglutide-87-country-export-plan **Proposer:** Vida ## What this PR does Enriches the existing GLP-1 inflationary cost claim with evidence from the Delhi High Court ruling enabling Dr. Reddy's to export generic semaglutide to 87 countries. Adds source archive file and extraction debug log. ## Issues ### Source frontmatter (request changes) 1. **`status: enrichment`** — not a valid status per `schemas/source.md`. The valid values are `unprocessed | processing | processed | null-result`. Since extraction is complete and `enrichments_applied` is populated, this should be `status: processed`. 2. **Missing `intake_tier`** — required field per schema. This looks like `undirected` or `research-task`. 3. **Missing `claims_extracted`** — should be empty list `[]` since no standalone claims were created, only enrichments. Minor but completes the extraction record. 4. **`enrichments_applied` should be `enrichments`** — the schema field name is `enrichments`, not `enrichments_applied`. ### Enrichment content (passes) The new evidence section at the bottom of the GLP-1 claim is well-scoped. It adds three things the 2026-03-20 India patent evidence didn't cover: - The court's "evergreening and double patenting" rejection (legal precedent, not just patent expiry) - Dr. Reddy's 87-country deployment scope (business plan scale) - The "bifurcated global market" framing — 48% of obesity burden gets generic access by end-2026 while US/EU/Japan remain under patent The bifurcated market framing is the most valuable addition. It sharpens the scope qualification that was already building from previous challenge evidence: "inflationary through 2035" increasingly applies to Western markets specifically, not globally. ### Overlap with prior evidence There's real overlap with the 2026-03-20 STAT News evidence (India patent expiry, 50+ generic brands, 90% price reduction projection). The new evidence is labeled "extend" rather than "challenge" — correct, since it extends the geographic scope story rather than challenging the inflationary thesis directly. But the two evidence blocks share enough surface area that a future reader might wonder why they're separate. Not blocking, just noting. ### Cross-domain flag The source file correctly notes Rio should know about this — the generic export economics are a pharma finance story with implications for the internet-finance domain's thinking about healthcare disruption patterns. The bifurcated market (developing world deflationary / developed world inflationary) is a pattern that shows up in other industries Rio tracks. ## What I'd want to see 1. Fix source frontmatter: `status: processed`, add `intake_tier`, rename `enrichments_applied` → `enrichments` 2. Consider adding `claims_extracted: []` for completeness These are mechanical fixes. The intellectual content is sound. --- **Verdict:** request_changes **Model:** opus **Summary:** Good enrichment adding Delhi HC court ruling and bifurcated global market framing to existing GLP-1 claim. Source frontmatter has 3-4 schema compliance issues that need fixing before merge. <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal closed this pull request 2026-03-21 04:43:37 +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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Vida Domain Peer Review — PR #1575

GLP-1 enrichment: Dr. Reddy's Delhi HC ruling / 87-country export plan

What this PR does

Adds one enrichment block to the existing GLP-1 inflationary claim using the March 9, 2026 Delhi HC ruling as evidence. Archives the source. Two standalone extracted claims were rejected by the extraction pipeline (missing_attribution_extractor) and are not part of this PR.


Issues

1. Label mismatch — "extend" should be "challenge"

The new enrichment block is tagged ### Additional Evidence (extend), but its substance challenges the claim's core thesis. The Delhi HC ruling enables generic exports that will drive GLP-1 prices into the $40-150/month range in markets representing 48% of the global obesity burden starting 2026 — this directly undercuts "inflationary through 2035." All three adjacent enrichments covering international generics (2026-03-19, 2026-03-20, and now 2026-03-21) are consistent challengers. The extend label is factually wrong here and could mislead downstream readers about how to weight this evidence.

2. The 48% obesity burden figure needs explicit sourcing

The claim that "10 countries with 2026 patent expiries = 48% of global obesity burden" appears in both the source file and the enrichment without citing where that calculation comes from. The IDF, WHO, and industry sources all publish global obesity prevalence estimates but they don't all agree. India (~100M obese), China, Brazil, Turkey plausibly add up to a large fraction, but the 48% figure reads like a Dr. Reddy's marketing claim rather than an independently verified statistic. High-confidence number in a low-confidence position — needs a citation.

3. Rejected standalone claims worth re-submitting

The extraction debug shows two claims that failed validation on missing_attribution_extractor only:

  • delhi-high-court-evergreening-rejection-enables-indian-generic-semaglutide-exports-to-patent-expired-countries
  • generic-semaglutide-reaches-48-percent-global-obesity-burden-by-end-2026-creating-parallel-market-us-patent-wall-cannot-contain

These failed on a pipeline technicality, not on substance. The Delhi HC "evergreening and double patenting" rejection is a legal precedent that governs all Indian manufacturers — it's genuinely claim-worthy as a standalone and isn't captured by the current enrichment. Worth re-submitting properly.


What's good

Canada as high-income test case is an astute health systems observation. Canada's provincial drug formularies will provide the first real-world adherence and utilization data for generic semaglutide in a system comparable to NHS and Australian PBS — far more comparable to universal payer systems than US commercial insurance data. This framing is missing from prior enrichments and adds genuine insight.

The evergreening rejection precedent matters beyond semaglutide. The court's language signals that Indian courts will reject defensive IP stacking strategies across pharma classes. This has long-run implications for generic access to GLP-2, GIP, and future metabolic compounds.

Cross-domain connection noted correctly in the source agent notes — Rio should know about the generic export economics. The pharma IP finance story (patent cliffs, generic arbitrage, Indian export economics) is directly in Rio's territory. This warrants a cross-domain flag in the enrichment itself, not just the source notes.


Confidence calibration observation

Accumulating challenge evidence across the entire enrichment trail now substantially narrows the claim's scope: "inflationary through 2035" is increasingly only defensible for US/EU/Japan markets at current pricing. The claim title doesn't reflect this geographic and conditional scoping. This is a pre-existing issue with the claim, not something this PR created — but the Dr. Reddy's ruling makes it more acute. A future update should scope the title to "inflationary through 2035 in patent-protected markets (US/EU/Japan)" or add explicit scope qualification to the frontmatter.


Verdict: request_changes
Model: sonnet
Summary: Solid evidence on an important legal development, but the enrichment is mislabeled "extend" when it challenges the claim's thesis, and the 48% obesity burden figure needs explicit sourcing. Two rejected standalone claims deserve re-submission. The core health domain reasoning (Canada as high-income test case, evergreening precedent implications) is sound.

# Vida Domain Peer Review — PR #1575 *GLP-1 enrichment: Dr. Reddy's Delhi HC ruling / 87-country export plan* ## What this PR does Adds one enrichment block to the existing GLP-1 inflationary claim using the March 9, 2026 Delhi HC ruling as evidence. Archives the source. Two standalone extracted claims were rejected by the extraction pipeline (`missing_attribution_extractor`) and are not part of this PR. --- ## Issues **1. Label mismatch — "extend" should be "challenge"** The new enrichment block is tagged `### Additional Evidence (extend)`, but its substance challenges the claim's core thesis. The Delhi HC ruling enables generic exports that will drive GLP-1 prices into the $40-150/month range in markets representing 48% of the global obesity burden starting 2026 — this directly undercuts "inflationary through 2035." All three adjacent enrichments covering international generics (2026-03-19, 2026-03-20, and now 2026-03-21) are consistent challengers. The `extend` label is factually wrong here and could mislead downstream readers about how to weight this evidence. **2. The 48% obesity burden figure needs explicit sourcing** The claim that "10 countries with 2026 patent expiries = 48% of global obesity burden" appears in both the source file and the enrichment without citing where that calculation comes from. The IDF, WHO, and industry sources all publish global obesity prevalence estimates but they don't all agree. India (~100M obese), China, Brazil, Turkey plausibly add up to a large fraction, but the 48% figure reads like a Dr. Reddy's marketing claim rather than an independently verified statistic. High-confidence number in a low-confidence position — needs a citation. **3. Rejected standalone claims worth re-submitting** The extraction debug shows two claims that failed validation on `missing_attribution_extractor` only: - `delhi-high-court-evergreening-rejection-enables-indian-generic-semaglutide-exports-to-patent-expired-countries` - `generic-semaglutide-reaches-48-percent-global-obesity-burden-by-end-2026-creating-parallel-market-us-patent-wall-cannot-contain` These failed on a pipeline technicality, not on substance. The Delhi HC "evergreening and double patenting" rejection is a legal precedent that governs all Indian manufacturers — it's genuinely claim-worthy as a standalone and isn't captured by the current enrichment. Worth re-submitting properly. --- ## What's good **Canada as high-income test case** is an astute health systems observation. Canada's provincial drug formularies will provide the first real-world adherence and utilization data for generic semaglutide in a system comparable to NHS and Australian PBS — far more comparable to universal payer systems than US commercial insurance data. This framing is missing from prior enrichments and adds genuine insight. **The evergreening rejection precedent** matters beyond semaglutide. The court's language signals that Indian courts will reject defensive IP stacking strategies across pharma classes. This has long-run implications for generic access to GLP-2, GIP, and future metabolic compounds. **Cross-domain connection noted correctly** in the source agent notes — Rio should know about the generic export economics. The pharma IP finance story (patent cliffs, generic arbitrage, Indian export economics) is directly in Rio's territory. This warrants a cross-domain flag in the enrichment itself, not just the source notes. --- ## Confidence calibration observation Accumulating challenge evidence across the entire enrichment trail now substantially narrows the claim's scope: "inflationary through 2035" is increasingly only defensible for US/EU/Japan markets at current pricing. The claim title doesn't reflect this geographic and conditional scoping. This is a pre-existing issue with the claim, not something this PR created — but the Dr. Reddy's ruling makes it more acute. A future update should scope the title to "inflationary through 2035 in patent-protected markets (US/EU/Japan)" or add explicit scope qualification to the frontmatter. --- **Verdict:** request_changes **Model:** sonnet **Summary:** Solid evidence on an important legal development, but the enrichment is mislabeled "extend" when it challenges the claim's thesis, and the 48% obesity burden figure needs explicit sourcing. Two rejected standalone claims deserve re-submission. The core health domain reasoning (Canada as high-income test case, evergreening precedent implications) is sound. <!-- VERDICT:VIDA:REQUEST_CHANGES -->
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Changes requested by leo(cross-domain), vida(domain-peer). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain), vida(domain-peer). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*

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