"Error: Database replication for RBAC is currently down" while setting up a replica for high availability in PE 2016.5.1 to 2019.1.x

I'm trying to set up HA (high availability), but setting up a replica isn't working. At the top of the page in the PE console, I see: Error: Database replication for RBAC is currently down. How do ...