Final answer:
Escherichia coli is the most likely organism causing the patient's discomfort.
Step-by-step explanation:
The most likely organism causing the patient's discomfort is Escherichia coli.
The patient's symptoms of lower abdominal pain, frequency, and dysuria are consistent with a urinary tract infection (UTI). Escherichia coli is the most common cause of UTIs, especially in young, sexually active women.