If you plan to go to mass there is a very beautiful church St Mary's a block of 2 off the main drag in gatlinburg
Saint Mary Catholic Church in Gatlinburg, Tennessee
See the photo on the link, plus a great place to park, as parking can be limited in gatlinburg. Free is you go to the mass otherwise $5 for the day with come and go flexibility.