Disclaimer: This demo version is built using a standard set of generic preprocessing semantic rules. In the production environment, these rules can be customized to align with specific institutional formatting requirements. The demo runes on CPU only, while the production version will leverage GPU acceleration for signigicantly faster processing. The model is trained for precision, so if results appear negative, consider using other notes from the same encounter.