The majority of untreated pneumonia cases resolve on their own, whereas it becomes problematic when it continues to progress. A persistent fever, cough, chills and worsening breathlessness are typical signs, that an infection is still present, if not properly treated it could result in the body experiencing a systemic inflammatory response that could lead to being hospitalized.