Qt Widgets or Qt Quick? Choosing the UI Stack for a New Desktop Application

Qt offers two UI technologies that share a framework but not a design philosophy. How I choose between Qt Widgets and Qt Quick for a desktop app, when to combine them, and how to keep the choice reversible.