Sure which do you prefer? If you want to remove certain option then just set the display style of the html elements in the print widgets templates\Print.html file. If you which to remove the whole advanced button then change line 486 in the Print.js to
domStyle.set(this.advancedButtonDijit, 'display', 'none');