Research Article: Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine

Introduction:
Large language models (LLMs) are artificial intelligence systems trained on large amounts of text data that learn complex language patterns and syntactical relationships to both interpret passages and generate text output1,2 LLMs have received widespread attention for their human-like performance on a wide variety of text-generating tasks. Within medicine, initial efforts have demonstrated that LLMs can write clinical notes3, pass standardized medical exams4, and draft responses to patient questions5,6. In order…

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