Machine Learning-Based Prediction of Korean Triage and Acuity Scale Level in Emergency Department Patients.

Machine learning can robustly predict the KTAS level at triage, which may have many possibilities for use, and the addition of text data improves the predictive performance compared to that achieved by using structured data alone.