I'm not aware of a way to specify a page number behind the scenes. You could add the page number suffix to URL manually when you use Copy Link to paste the share link to a web page or when you send email. But I don't think it's possible to do for social media links like Facebook and Twitter. Here's an example of a shared link that starts at the third page of the article: