Before revision:  We find that in order to reduce social distancing in the long run  without overburdening the intensive care units it is essential to vaccinate the people with the highest contact rates first.
After revision:  We find that in order to reduce social distancing in the long run without overburdening the healthcare system, it is essential to vaccinate the people with the highest contact rates first.