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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shang-Qin Liu

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Review Open access Jan 2026

An Evaluation Framework for Large Language Models in Clinical Nursing: A Scoping Review and Expert Consultation

The findings provide nursing managers with a structured reference for identifying core evaluation dimensions, interpreting evidence, and planning the evaluation and deployment of nursing‐specific LLM applications.

Ying-Zhuo Ma, Shang-Qin Liu, Jing-Yan Song et al. · 0 citations
Open access Aug 2026

Tailored behavioral personas of large language model use among Chinese nursing students: A qualitative study.

Multiple factors shape nursing students' diverse patterns of interaction with large language models, and future interventions should be tailored to these specific personas to mitigate the risks of cognitive outsourcing and foster the responsible integration of large language models into nursing education.

Ying-Zhuo Ma, Xinyi Zhao, Guo-Song Li et al. · 0 citations

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