On Windows 10 (64 bit) here with a geforce GTX 680 card with the latest drivers.
I get the title/loading page but then a bit of audio and a black screen. The game then minimizes.
If I restore it I get the same again.

Anyone else experience this?

In case anyone else experiences this I have a solution.
I contacted GOG support and they provided me with a config file that enabled the game to not be in full screen. I worked fine after that (And even appeared to be in full screen)