Maturity, Safety, and Equity of AI-Enabled Systems and Triage in Integrated Primary Care

Abstract Artificial intelligence (AI)–enabled systems must simultaneously improve the Quintuple Aim and digital health maturity, including equitable access to and quality and interoperability of data, tools, agents, and services. This requires a comprehensive sociotechnical and global approach to cocreation, management, and governance for individuals and organizations in the ecosystem.

Authors

Publication Details

Journal
Journal of Medical Internet Research
Published
2026-05-14
DOI
https://doi.org/10.2196/97341
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Maturity, Safety, and Equity of AI-Enabled Systems and Triage in Integrated Primary Care

Siaw-Teng Liaw
Journal of Medical Internet Research
Artificial Intelligence in Healthcare and Education
article

Maturity, Safety, and Equity of AI-Enabled Systems and Triage in Integrated Primary Care

Siaw-Teng Liaw
article en

Abstract

Abstract Artificial intelligence (AI)–enabled systems must simultaneously improve the Quintuple Aim and digital health maturity, including equitable access to and quality and interoperability of data, tools, agents, and services. This requires a comprehensive sociotechnical and global approach to cocreation, management, and governance for individuals and organizations in the ecosystem.

Journal of Medical Internet ResearchVol. 28
Openalex Percentile: Top 6%
Artificial Intelligence in Healthcare and Education
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