I believe only the Monarch, Archbishop of Canterbury (during the actual Coronation) and the Crown Jeweller can ever handle them. So in theory we could see Charles trying to take them off .
However I believe (from Philip’s funeral) the platform the casket is resting will descend downwards to a private area. So I’m guessing the Jewels will be removed then?