Answer: #uncheck and then recheck the settings below.
Steam Shader Pre-Caching
Allow background processing.
Enable steam Play for supported titles.
(I have disabled) Enable steam play for all other titles.
Started Game and it worked.
Hope it helps someone in the future.
Note: Edited by Moderator.