D7.16 demonstrates the effective application of the ConcePTION framework across four key areas. Firstly, it advances pregnancy identification through the collaborative creation of the ConcePTION Pregnancy Algorithm, an open-source tool already enhancing data analysis across Europe. Secondly, the introduction of the CreateDoT function streamlines the extraction of treatment durations from diverse data sources. Thirdly, it analyses the sparse data on breastfeeding, integrating findings into a demonstration project. Lastly, it addresses the critical need for improved misclassification tools in health condition diagnoses, bolstered by a manuscript set for publication.