Is social rehabilitation center which is part of Qatar Foundation that was opened recently
http://www.src-qa.org/
Their main purpose is rehabilitation for drug addiction, sexual abuses & personality disorders

It was linked with curing homosexuality because of a "lost in translation" press release

http://66.132.241.65/Display_news.asp?section=local_news&subsection=Qata...

When in fact they offer support & shelter for homosexuals who've been outcast by their families