Does Medicare check tax records when you apply for it? If yes, then for which period?

Medicare checks to see if you've paid into the system and are the correct age or have disability.
If you are talking about Medicaid, you sign an "all access" pass for them to check bank statements, property records, IRS and state income tax records, for up to five (5) years.