It could be the thermostat. If it overheated yet didn't register on the dash, I'd say that it is likely to be the thermostat.
After that, it sounds like a head gasket may have blown, which would explain the smoke & oil. If that's the case, that's not a great thing. Hopefully it is something less than this that is easily & cheaply fixed.