The only event that could result a 3 months negative turn into positive later is, if you had a potential exposure in the interim, perhaps, unprotected vaginal or anal intercourse with a positive partner. There is no other scope for a negative at third month to change further.
There is no test, in the world, for any disease, that is 100% accurate. The 4th and 5th generation tests are 99.98% accurate.