Kidney stones can cause both acute and severe symptoms, including intense pain in the lower back or side, and the presence of blood in the urine, accompanied by fever, chills, vomiting, and a burning sensation during urination. These symptoms are not only distressing but can also be mistaken for other medical conditions, such as appendicitis or urinary tract infections, making accurate diagnosis important.