The Guideline Implementability Appraisal tool can be used to define features for a guideline recommendation. We have added them here to focus on which elements we will incorporate into our recommendation metadata feature model. With this data, we will apply machine learning algorithms to help identify recommendations that are readily implementable in a specific clinical setting from those that are not.