Risk Management of Large Language Model-Based Exercise and Health Guidance: A China-Anchored, Comparatively Informed Six-Dimensional Trigger Matrix and Lifecycle Governance Framework for the Wellness-to-SaMD Continuum
- DOI
- 10.2147/rmhp.s624615
- Published
- 2026-07
- Container
- Risk Management and Healthcare Policy
- Publisher
- Informa UK Limited
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.2147/rmhp.s624615,
title = {Risk Management of Large Language Model-Based Exercise and Health Guidance: A China-Anchored, Comparatively Informed Six-Dimensional Trigger Matrix and Lifecycle Governance Framework for the Wellness-to-SaMD Continuum},
author = {Kaijiang Pan and Xinyu Lin and Shengqi Huang and Caihua Huang},
year = {2026},
journal = {Risk Management and Healthcare Policy},
doi = {10.2147/rmhp.s624615},
url = {https://doi.org/10.2147/rmhp.s624615}
}RIS
TY - JOUR TI - Risk Management of Large Language Model-Based Exercise and Health Guidance: A China-Anchored, Comparatively Informed Six-Dimensional Trigger Matrix and Lifecycle Governance Framework for the Wellness-to-SaMD Continuum AU - Kaijiang Pan AU - Xinyu Lin AU - Shengqi Huang AU - Caihua Huang PY - 2026 JO - Risk Management and Healthcare Policy DO - 10.2147/rmhp.s624615 UR - https://doi.org/10.2147/rmhp.s624615 ER -
APA
Pan, K., Lin, X., Huang, S., & Huang, C. (2026). Risk Management of Large Language Model-Based Exercise and Health Guidance: A China-Anchored, Comparatively Informed Six-Dimensional Trigger Matrix and Lifecycle Governance Framework for the Wellness-to-SaMD Continuum. Risk Management and Healthcare Policy. https://doi.org/10.2147/rmhp.s624615
Source records
- crossref · retrieved 2026-09-25T10:14:44.695Z