You should always wipe your babies diaper area even when it's just a wet diaper.
Although today's diapers are supposed to keep urine and wetness away from your babies skin the urine can still come in contact with your babies sensitive skin and can cause a rash and Urinary Tract Infections.
Always wipe away the urine from your babies skin.