I was ready to quibble with whether a primary care doctor would have the most reliable statistics on this topic but I found this source, with linked study, that implies (s)he is dead on:
https://www.aidsmap.com/about-hiv/estimated-hiv-risk-exposur...
(Also estimates chances for other risk profiles, including 0% for undetectable.)
Seems like you’ve got a good doc there