The unit fails EMC testing without a coated faceplate, so removing it will invalidate the FCC and CE approvals.

In practice you may get some localised TV interference, AM radio noise, and interference with low power RF devices such as remote keys, garage openers and that kind of thing. I think it unlikely that there would be sufficient emissions to affect neighbours and so forth.

Rob