This is a novel virus - meaning noone initially has natural immunity to it. This is why the infection rate needs to be slowed via lockdowns etc. Even if it was no more deadly than the regular flu (it's not - it's at least twice as bad), social distancing, masks etc would still be necessary because our medical infrastructure cannot cope with getting all the cases at once.