Disclaimer: This demo uses a standard set of generic semantic preprocessing rules. In production, these rules can be customized to align with institutional formatting requirements. The demo runs on CPU only, while production deployments can use GPU acceleration for significantly faster processing. The model is trained for precision, so if the result is negative, consider trying another note from the same encounter.