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May 16, 2026Journal of Medical Internet Research0 citationsOpen Access

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

SLSiaw-Teng LiawThe University of Sydney

Key Points

This research examines how AI-enabled systems can improve healthcare outcomes, emphasizing equity and safety in primary care.
Focus on the Quintuple Aim and digital health maturity
Comprehensive sociotechnical approach to system integration and governance
AI systems enhanced equity of access and quality in healthcare services
Improved system interoperability noted across various platforms
Stakeholder engagement and governance frameworks positively affected system outcomes

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.

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

Cite This Study

Siaw-Teng Liaw (Thu,) studied this question.

synapsesocial.com/papers/6a080b27a487c87a6a40d347 https://doi.org/https://doi.org/10.2196/97341