Overview The My ME-BYO Record app, developed and managed by Kanagawa Prefecture in Japan, represents a distinctive approach to public health mHealth. Since its launch in 2017, the app has logged health and medication data alongside physical activity, with a ME-BYO index added in 2020 to visualize predisease status. This retrospective study analyzes real-world app…