Introduction Clinical documentation remains one of the most time-consuming aspects of modern medical practice. Physicians spend significant portions of their day entering patient information into electronic health record (EHR) systems, which can contribute to administrative burden and burnout. At the same time, unstructured clinical notes often contain valuable insights that are difficult to analyze systematically. […]