# quantum/optimizer.py
def optimize_treatment(query: str):
    # your stub or real BF-DCQO call
    return {
        "input": query,
        "optimized_treatment_plan": [
            {"step": 1, "action": "Order CBC, CMP, and ECG"},
            {"step": 2, "action": "Start IV diuretics"},
            {"step": 3, "action": "Monitor electrolytes and renal function"},
            {"step": 4, "action": "Consider ACE inhibitor if stable"}
        ],
        "confidence_score": 0.93,
        "explanation": "Optimized sequence for symptom relief and safety monitoring."
    }