1. The large language model, GPT-4, was capable of assessing clinical acuity when presented with pairs of patient histories obtained from emergency department documentation with an accuracy comparable to a physician reviewer. Evidence Rating Level: 2 (Good) In recent years, the interest for the utility of large language models (LLMs) in healthcare has increased, with