[jQuery] Enable a disabled button by id

I can disable button with specific id with the following code:

jQuery("#click_me:button").attr("disabled", "true");

If I want to re-enable the button, the following doesn't work:

jQuery("#click_me:button").attr("disabled", "false");

Does anyone know what I'm missing?