With a rhinovirus infection, fever is usually slight, but can climb to 102 degrees Fahrenheit in infants and young children. Symptoms can last from 2 to 14 days, but like most people, you'll probably recover in about a week.An infection rarely causes serious problems.acts About Rhinovirus. Rhinoviruses (from the Greek word rhin, meaning nose) are the cause of the common cold in an estimated 30 to 35 percent of all adults. More than 110 distinct rhinovirus types have been identified. This virus belongs to the Picornaviridae family of viruses.