No. All videos you have added to your Watchlist remain in your Watchlist for as long as you want them to. It should be noted, however, that expired videos will not play.
An update was made to the PBS Video app on Amazon Fire TV and Amazon Fire TV Stick requiring users to reactivate their PBS Video app. Click here to activate.