The room we rented in Latina was as described. It was clean with fresh bed sheets and bath towels. The housemates were quiet and they were kind enough to welcome us at the late hour we arrived (1:30 AM).
The neighbourhood is ok with everything you need (bars, convenience stores, banks, pharmacy) and it is good communicated also, in-between two metro stations.
Overall it is a good deal if you are looking for a place to sleep at night while you visit Madrid during the day.