quantum/optimizer.py

def optimize_treatment(query):
    """
    Mock quantum-inspired optimizer.
    Replace this logic with real BF-DCQO/quantum API calls as needed.
    """
    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": (
            "This sequence is optimized to address acute symptoms, monitor safety, "
            "and escalate therapy based on patient response."
        )
    }