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Cost, Usability, Credibility, Fairness, Accountability, Transparency, and Explainability Framework for Safe and Effective Large Language Models in Medical Education: Narrative Review and Qualitative Study

Cost, Usability, Credibility, Fairness, Accountability, Transparency, and Explainability Framework for Safe and Effective Large Language Models in Medical Education: Narrative Review and Qualitative Study

Adapted from Mishra and Rana [33]. We further used cross-impact matrix multiplication applied to classification (MICMAC) analysis to evaluate the direct and indirect relationships among various elements in a complex system. MICMAC analysis is applied to the reachability matrix to classify the elements into four categories based on their driving power (ability to influence other elements) and dependence (level of being influenced by other elements).

Majdi Quttainah, Vinaytosh Mishra, Somayya Madakam, Yotam Lurie, Shlomo Mark

JMIR AI 2024;3:e51834

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