It can be because of UTI( urinary tract infection), post sticturoplasty or post catheterization.
Next Steps
suggest you to get urine routine and culture sensitivity test as well as Ultrasound of abdomen and pelvis to check for any residual collection
Health Tips
with fever and chills, it is advisable to start antibiotics and proper hospitalisation for further evaluation.