Due to the very nature of CSD itself, CSD apps often don't respect desktop themes. It also, unless designed to compensate, oftentimes does not provide proper context menus due to its use of popover menus.

Not as much of a problem on phones or tablets as unified themes across apps aren't really used as often on those platforms, but it's a problem that happens a lot on desktop, for example on GNOME.