Yes, within a 0.5% they will run all the ballots a second time. If the margin is within 0.25% they will manually sift through ballots rejected for overvotes and undervotes. At no point does a human being ever manually review a ballot that a machine has already counted.
See also What are your concerns about election security and accessibility? - #13 by Max_S
~Max