No, that's not correct. The II+ was a II with Applesoft BASIC instead of Woz's Integer BASIC, and the ability to automatically boot from disk at power on. That's it.

Lowercase and 80 columns were available from third-party vendors for both the II and the II+.

Source: I still own my II. Also:

https://en.wikipedia.org/wiki/Apple_II_series