There might be a necessity to hide certain pages in Review Mode like UnFinished Pages, Master Pages, Confidential work...
The page can be hidden in review mode by clicking the 'eye' icon in Page Settings. Once the page is hidden it won't be visible to reviewers and in public project view also.
To make a Page invisible, follow the below image:
