Should I be using Paypal API Rest vs Classic?

I set up Marketpress on my network and successfully ran tests in Paypal Sandbox, but when I switched to Live I got this error:

560022 – The X-PAYPAL-APPLICATION-ID header contains an invalid value

The application ID I set up with Paypal Developer is a REST API App, not a Classic. Should I be using Classic, is that the issue?