That's not exactly what the study showed.
The study showed that; those who had been infected, were thought to be recovered, but tested positive again were not actually sick again or able to infect others. It showed they were likely shedding dead virus.
It's safe to assume there's some level of immunity once you have antibodies, but we have no clue how long that lasts.