A 77-year-old resident of a care home develops confusion, fever (38.1°C), and increased urinary frequency over the past 48 hours. She has a long-term urinary catheter in situ. A urine dipstick is positive for leukocytes and nitrites. What is the most appropriate course of action regarding antibiotics, according to NICE guidance?