A 54-year-old male with a history of recent chemotherapy treatment presents to the emergency department with a fever and a productive cough. What is the most appropriate initial step in the management of this patient?
Initiate broad-spectrum antibiotics
Conduct a detailed patient history
Perform blood cultures before initiating antibiotics
Order a chest X-ray