Remove option from Multisite Prosite Signup

On the signup page for multisite, there are two options after the username, password, etc.

Gimme Site!
Just Username Please

Is there a way to remove/hide Just Username Please?

Right now I'm considering just hiding the whole thing via CSS - but hoped for a more elegant solution. Thanks!