If that is the case, how confident can we be with the scores AND the decisions made with those scores? 

hate to sound like a broken record, but every test has error.  If that is the case, how confident can we be with the scores AND the decisions made with those scores?  There are several statistics that should be included when looking at scores for decision making purposes. Can you present a few of these?