Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes

Understand

The field of healthcare has increasingly turned its focus towards Large Language Models (LLMs) due to their remarkable performance.

• However, their performance in actual clinical applications has been underexplored.
• Traditional evaluations based on question-answering tasks don't fully capture the nuanced contexts.
• This gap highlights the need for more in-depth and practical assessments of LLMs in real-world healthcare settings.