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

Author

Adeleine Tilley

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Sep 2026

Performance evaluation of a large language model for medication management tasks.

Model performance for basic medication tasks was consistently poor, highlighting the need for domain-specific training through clinician-annotated datasets and a comprehensive evaluation framework for benchmarking performance.

Kelli R. Henry, Steven Xu, Kaitlin Blotske et al. · 0 citations
Open access Sep 2026

Navigating uncertainty matters: Evaluating large language models for drug-drug interaction identification.

Substantial variability exists in both DDI identification performance and uncertainty calibration across large language models, and prompt design alone was insufficient to consistently improve knowledge-aware uncertainty expression.

Adeleine Tilley, Brian Murray, Kelli R. Henry et al. · 0 citations

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