This is for growing in teeth that never properly grew in the first place for genetic reasons. It's not a cure for your cavities. Don't get your hopes up!
"The team believes that in the future it may be possible to grow teeth not only in people with congenital conditions, but also in those who have lost teeth due to cavities or injuries."
That isn't really strong confidence.
(We're a bit screwy in general, though. My dad has an extra vertebra, besides the extra tooth, and I managed not to get enough vertebrae, but I have 1.5 extra ribs.)