I'd say they will reject the take off. The results could be disastrous if they continue the take off and become airborne.
See this accident with Birgenair Flight 301. The cause was a blocked pitot tube and the crew continued the take off.
http://en.wikipedia.org/wiki/Birgenair_Flight_301