A 20 year old girl with throat cancer, would that be just a rare chance occurence?

Yes but rare. Unfotunate, young age is not exempt total oropharyngeal cancers account for 2.6% of total cancers , incidence is very low in young, tobacco uses, hpv ( human papilloma virus, hiv, infections , poor oral hygiene, genetic , are all contributing factors.