Yep! And after I made the change to append the intermediate cert, I went and made sure the new one I uploaded with the intermediate cert was selected.
The file is a .crt file, pem format and it looks like this:
-----BEGIN CERTIFICATE-----
blahblahblah server cert
-----END CERTIFICATE-----
-----BEGIN CERTIFICATE-----
blahblahblah intermediate cert
-----END CERTIFICATE-----
When I view the cert in the controller, I see the correct hostname and details of the cert.