Pretty sure your problem is the macbook top case (power switch). Please read my answer on the same subject with the same macbook model:
http://www.ifixit.com/Answers/View/74796/off+with+shutdown+warning+message#answer74824
And BTW there's no problem with the three missing battery screws. It cannot cause any issue and there are still three other screws holding the battery to the case.