For the reasons you mentioned about the quietness of it it wasn’t really for me. I went into the movie hoping not necessarily for action but for a little more sciencey stuff and it didn’t really have that or explain anything. As you said, the sci-fi element is just dressing - it could easily have been set in any other sort of world.
It’s the plagues.