As Atheist, do you reject scientific evidence that might favor religion (*example included*)?

I do not reject that evidence, or any other evidence. I evaluate and consider it in the context of everything we know and form a conclusion based on all the information available. FWIW - It has been my experience that religious zealots are prone to rejecting evidence that doesn't favor their particular brand of religion.