Use node_load to allow caching.

If you look at node_load on api.drupal.org you see that caching is only used, when you parse $nid as parameter not as array('nid' => $nid).

Therefore here is a patch which solves this.

here is a link

http://api.drupal.org/api/function/node_load/6