UTI, shaky, chills, sharp pain in lower back and stomach, nausea, loss of appetite, fever. Is this a kidney infection and is it serious?

Quite likely. It is quite likely your UTI has now developed into a kidney infection. Please visit a medical facility where you can be evaluated today. Kidney infections are serious and generally require more intensive treatment.