The Captain and the First Officer both neglected to switch on the anti-icing mechanism which ultimately led to erroneous reading on the engine instruments causing them to retard the throttles

Close, they thought they had the right setting while the engines were producing much less power. No power reduction was made. The NTSB report states that if they had used max thrust and lowered the nose (as they had) the aircraft could have climbed out.