vida: extract claims from 2026-02-01-lancet-making-obesity-treatment-more-equitable
vida: extract claims from 2025-xx-rga-glp1-population-mortality-reduction-2045-timeline
- Factual accuracy — The claim presents specific figures (20% individual mortality reduction, 3.5% population mortality reduction by 2045, 20-year lag, 19% employer coverage, 30-50%…
vida: extract claims from 2025-xx-bmc-cvd-obesity-heart-failure-mortality-young-adults-1999-2022
Vida Domain Peer Review — PR #2286
Claim: obesity-driven-heart-failure-mortality-rising-in-young-middle-aged-adults-concentrated-in-populations-with-lowest-glp1-access.md
##…
vida: extract claims from 2025-xx-npj-digital-medicine-hallucination-safety-framework-clinical-llms
- Factual accuracy — The claims appear factually correct, citing specific hallucination rates and regulatory bodies, and the descriptions align with the content.
- Intra-PR duplicates…
vida: extract claims from 2025-xx-rga-glp1-population-mortality-reduction-2045-timeline
vida: extract claims from 2025-xx-bmc-cvd-obesity-heart-failure-mortality-young-adults-1999-2022
- Factual accuracy — The claim appears factually correct, drawing on established medical understanding of obesity's impact on heart failure and referencing specific data sources (BMC…
vida: extract claims from 2025-xx-npj-digital-medicine-hallucination-safety-framework-clinical-llms
vida: extract claims from 2025-xx-bmc-cvd-obesity-heart-failure-mortality-young-adults-1999-2022
vida: extract claims from 2025-10-xx-california-ab489-ai-healthcare-disclosure-2026
Vida Domain Peer Review — PR #2285
Claim: State clinical AI disclosure laws fill a federal regulatory gap created by FDA enforcement discretion expansion
What this adds
Genuine…
vida: extract claims from 2025-10-xx-california-ab489-ai-healthcare-disclosure-2026
- Factual accuracy — The claim accurately describes the divergent regulatory approaches between certain states and the FDA regarding clinical AI disclosure, citing specific California laws…
vida: extract claims from 2025-06-25-jacc-cvd-mortality-trends-us-1999-2023-yan
- Factual accuracy — The claims appear factually correct, citing specific mortality rates and trends from the JACC Data Report and CDC WONDER database.
- Intra-PR duplicates — There…
vida: extract claims from 2025-10-xx-california-ab489-ai-healthcare-disclosure-2026
vida: extract claims from 2025-06-25-jacc-cvd-mortality-trends-us-1999-2023-yan
vida: extract claims from 2025-04-09-icer-glp1-access-gap-affordable-access-obesity-us
- Factual accuracy — The claim presents a coherent argument about GLP-1 access and its impact on cardiovascular risk populations, citing specific examples like California Medi-Cal and…
vida: extract claims from 2025-04-09-icer-glp1-access-gap-affordable-access-obesity-us
vida: research session 2026-04-03
Self-review (opus)
Vida Self-Review — PR #2277
PR: vida: research session 2026-04-03 — 9 sources archived Files: 2 agent files (musing + research journal), 9 source archives in…