PDF Comments are annotations created in applications other than PDF Annotator.
Choose Extras Settings Display PDF Comments and uncheck the Show PDF comments option to hide all annotations created in applications other than PDF Annotator.
Check Show tooltips for empty PDF comments to display tooltips (with date, time and author information) over comments, even if they don't contain text.