Go into WB config / Settings and check this box:

Then make a Chrome shortcut:

This is the full text of the Target, a copy/paste:
"C:\Program Files (x86)\Google\Chrome\Application\chrome.exe" -disable-windows10-custom-titlebar
If you want to use shortcuts to go directly to sites, make normal (non-URL) shortcuts similar to the above, with the site address included. This would be for the forums (also a copy/paste):
"C:\Program Files (x86)\Google\Chrome\Application\chrome.exe" -disable-windows10-custom-titlebar http://forums.wincustomize.com/recent/
You only need the -disable...etc when you launch Chrome, so if you're someone who launches Chrome and then leaves it open you shouldn't need to add the -disable...etc to all the site shortcuts.
I think a few people haven't been able to get this to work for some reason, but it's been reliable for me.