CMake 3.9 added an official module for finding, manipulating, and using Doxygen.
My proposal is that we could recommend to users that they use it and namely their doxygen_add_docs() function, to generate our documentation. It covers one major use case of doxygen.cmake which is the generation of a Doxyfile from CMake variables.
Related: