Wow Chris, it was really that simple. Thank you very much.
I would suggest changing the step 7 of this page: https://docs.unrealengine.com/latest/INT/Platforms/GearVR/QuickStart/2/index.html to replace the “latest” tag on the SDK with “android-21” and perhaps make a note to highlight that this is subject to constant change as you roll out new updates.