PCR's are a tool

But it will find and amplify fragments. As in if you have a lysed virus floating around, it can as a positive test.

And you need a certain load in the swab area to be positive. Oh, and the amplification process (while MUCH better than it used to be) is not perfect.

The "tested positive weeks after a negative test" doesn't surprise me.