Alright, odd thing happened. Just before I wrote this question I had removed the battery and put it back on. I plugged the AC in again to attempt a charge. I just tested it (about 20 min. later) and it seems to be holding the charge. I will re-post the question and probably contact Magnavox support if it happens again.
Cheers
pseudokris
August 2007