Your return is currently under review for identity confirmation.(state) Does that also mean my federal will go through the same process?

Your state and federal returns are treated separately, so if you are under review from the state, that does not necessarily mean you will have that issue with the federal.  You can check on your federal return status below:

https://ttlc.intuit.com/replies/3319882