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# 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."
}
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