I use an under-armor cold gear long sleeve shirt 30-50F. It does work, but I find wool to work even better and has a wider comfort range of 25-60F.

I wear neither when it is over 50-55F at ride start (depending on humidity and if the sun is out or not) as they are too warm.

Al