As mentioned above, does not appear to be the option to turn on caller id blocking directly.
Played with it briefly, and appears to me that no kewl way to do it, as "*67" cannot convert to a phone number, no matter what I tried to pass that to the Call shortcut: always got "not a phone number" error.