A 68-year-old man with COPD presents with acute onset fever (39.2°C), productive cough with purulent sputum, and dyspnea for 2 days. Chest X-ray shows patchy infiltrates in multiple lobes with a bronchocentric distribution. Sputum Gram stain reveals gram-negative rods. What is the most appropriate immediate next step in management?

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