A 28-year-old woman presents with a 1-day history of fever, rigors, loin pain, dysuria, and vomiting. Her temperature is 39.2°C, heart rate 115/min, and BP 100/60 mmHg. Urine dipstick is positive for leucocytes, nitrites, and blood. What is the most appropriate initial management setting according to NICE guidelines?