Gerrit reports "no new changes" when changes have been made

If you cherrypick a commit from gerrit, then create a new commit and try to push that, gerrit will abort with "no new changes". It seems it looks on the first commit, sees that that is unchanged and aborts without checking the new one.

See https://code.google.com/p/gerrit/issues/detail?id=1867