How to exclude fields from print page version (html, pdf)?
A quick peek in the code shows that the Print module utilizes "View Modes", which is a good thing. More info in Entity view mode and Drupal 7 custom node view modes.

You should create a new suitable view mode or re-use one you already have. This allows you to control the settings with the Field UI, while still allowing you custom templates if you need to.