cmd + [num] doesn't change screen to go to app in fullscreen mode
You can simply do ⌃ → (default) to move one space to the right, which is where your app should be. You can change these settings in the Keyboard preferences:



An alternate is to use Cmd-Tab to bring up the applications list and navigate.