The Scottish international has proved a success since joining on loan in January, scoring his first goal in yesterday's 2-1 victory over Blackburn Rovers.
Caldwell is out of contract in the summer and had admitted a preference to join Sunderland, but if Leeds survive the drop, they will be in the driving seat to sign the centre-half.