Hi there ~
I understand your concerns. I do not believe that it is a problem to shiver when you take ice baths. It is normal to shiver when you are pouring water that is below your normal body temperature or the room temperature. I would recommend visiting with an endocrinologist
if you have any other problems.
I hope this helped and I wish you the very best. Take care!