You just take the RP, passport, ID and photo to the the desk just inside the Rumeilah Hospital and give 100qr. They give you a receipt that has a valid health number on so you can start using health services straight away. You go back after one month and collect the card. As far as I know, anyone can use this desk but not that many people seem to know about it.