There has been lots of progress recently on the topic of move prediction in Go, and it is very promising for improving Monte Carlo-based programs. I give some background and analyze two games on
http://webdocs.cs.ualberta.ca/~mmueller/fuego/Convolutional-Neural-Network.html
The thing to keep in mind is that the network does not do any game tree search.
Martin
