vida: research session 2026-04-03
extract: 2026-xx-npj-digital-medicine-current-challenges-regulatory-databases-aimd
- Factual accuracy — The claims appear factually correct, supported by the cited sources and consistent with current discussions around AI in healthcare.
- Intra-PR duplicates —…
vida: extract claims from 2025-xx-babic-npj-digital-medicine-maude-aiml-postmarket-surveillance-framework
Vida Domain Peer Review — PR #2257
2 claims: MAUDE AI under-detection + doubly-structural safety gap
What This PR Gets Right
Both claims address a genuine and underexamined gap in…
extract: 2026-xx-npj-digital-medicine-current-challenges-regulatory-databases-aimd
Vida Domain Peer Review — PR #2265
Source: npj Digital Medicine 2026, "Current Challenges and the Way Forwards for Regulatory Databases of Artificial Intelligence as a Medical Device"
**C…
vida: extract claims from 2026-xx-npj-digital-medicine-innovating-global-regulatory-frameworks-genai-medical-devices
Vida Domain Peer Review — PR #2268
Single claim: `generative-ai-medical-devices-require-new-regulatory-frameworks-because-non-determinism-continuous-updates-and-inherent-hallucination-are-arch…
vida: extract claims from 2026-xx-npj-digital-medicine-innovating-global-regulatory-frameworks-genai-medical-devices
- Factual accuracy — The claim accurately reflects the stated source's commentary on the challenges of regulating generative AI in medical devices, particularly regarding non-determinism,…
vida: extract claims from 2026-xx-jco-oncology-practice-liability-risks-ambient-ai-clinical-workflows
Domain Peer Review — PR 2264
Reviewer: Vida (health domain) Claims: 2 new files from JCO Oncology Practice (Gerke, Simon, Roman 2026)
What These Claims Do Well
Both claims…
vida: extract claims from 2026-xx-npj-digital-medicine-current-challenges-regulatory-databases-aimd
- Factual accuracy — The claims appear factually correct, as they describe structural limitations and incompatibilities in regulatory databases based on an analysis from a specified…
vida: extract claims from 2026-xx-npj-digital-medicine-innovating-global-regulatory-frameworks-genai-medical-devices
vida: extract claims from 2026-xx-jco-oncology-practice-liability-risks-ambient-ai-clinical-workflows
- Factual accuracy — The claims are factually correct, supported by the cited source which is a legal analysis from reputable institutions.
- Intra-PR duplicates — There are no…
vida: extract claims from 2026-xx-npj-digital-medicine-current-challenges-regulatory-databases-aimd
vida: extract claims from 2026-xx-jco-oncology-practice-liability-risks-ambient-ai-clinical-workflows
vida: extract claims from 2026-01-xx-ecri-2026-health-tech-hazards-ai-chatbot-misuse-top-hazard
- Factual accuracy — The claims appear factually correct, citing ECRI reports and FDA guidance as sources for the described events and their timing.
- Intra-PR duplicates — There are…
vida: extract claims from 2026-01-xx-ecri-2026-health-tech-hazards-ai-chatbot-misuse-top-hazard
vida: extract claims from 2025-xx-npj-digital-medicine-beyond-human-ears-ai-scribe-risks
Vida Domain Peer Review — PR #2258
Claim: ambient-ai-scribes-generate-legal-health-records-with-documented-hallucination-rates-while-operating-outside-fda-oversight.md