When I go out to eat and I have a cold drink like iced tea I start to shiver, is it only due to the cold weather this is something new for me?

Shivering. This is one of the body's ways of raising your temperature when there is a perceived difference between the ambient temps and your body temp. It is generally quite normal, but if accompanied by true fever or other symptoms then it might be beneficial to be seen and examined professionally.