No reason you can't get a real certificate, to ensure that your device talks to the server it intends to.
> If you're locked down... well, it's game over.
Devices today can already use pinned certificates and other similar measures to ensure that they only talk to the server they want to talk to. DoH doesn't make that any more or less effective, just simpler to get right.