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." ) }