Diagnosis-Chronic Prostatitis, however semen culture+urine sample shows no pathogens. Should I worry about non-cultarable bacteria? STI screen Negativ

No. If common bacteria and STDs have been ruled out then your chronic prostatitis is a matter of irritation that is common in young sexually active men and things should settle down later on. No need to worry too much at this time.