[2025-10-01T14:54:36.234712] [QUERYOME] Starting research for query 25: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
There is a swelling in a patient with respect to maxillary LI region, since last 48 hours, the swelling is hot & palpable & rebounds on pressure, the treatment of choice is

Options:
A. Incision & drainage
B. Antibiotic coverage
C. Antibiotics of heat only
D. Aspiration'
[2025-10-01T14:54:36.308493] [PI] Starting research for query: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
There is a swelling in a patient with respect to maxillary LI region, since last 48 hours, the swelling is hot & palpable & rebounds on pressure, the treatment of choice is

Options:
A. Incision & drainage
B. Antibiotic coverage
C. Antibiotics of heat only
D. Aspiration'
[2025-10-01T14:54:36.312076] Saving text to bench_final/run1/medmcqa/medmcqa_1585/pi_initial_prompt.txt
[2025-10-01T14:54:36.315291] [PI] Calling o3 for initial analysis...
[2025-10-01T14:54:42.311991] [PI] Reasoning iteration 1
[2025-10-01T14:54:42.313692] [PI] Executing function call 1: hybrid_search
[2025-10-01T14:54:42.317139] [PI] Function arguments: {'query': 'fluctuant swelling dental abscess incision and drainage treatment of choice hot swelling rebounds on pressure maxillary lateral incisor', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T14:54:42.318876] Saving JSON to bench_final/run1/medmcqa/medmcqa_1585/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T14:54:48.338548] [PI] Function hybrid_search executed successfully
[2025-10-01T14:54:48.341251] Saving JSON to bench_final/run1/medmcqa/medmcqa_1585/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T14:54:48.363315] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T14:54:55.312168] [PI] Reasoning iteration 2
[2025-10-01T14:54:55.313699] [PI] Executing function call 1: hybrid_search
[2025-10-01T14:54:55.316926] [PI] Function arguments: {'query': 'odontogenic abscess incision and drainage is treatment of choice', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T14:54:55.318964] Saving JSON to bench_final/run1/medmcqa/medmcqa_1585/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T14:54:58.748299] [PI] Function hybrid_search executed successfully
[2025-10-01T14:54:58.750066] Saving JSON to bench_final/run1/medmcqa/medmcqa_1585/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T14:54:58.757761] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T14:55:02.828343] [PI] Reasoning iteration 3
[2025-10-01T14:55:02.830308] [PI] No function calls found in response
[2025-10-01T14:55:02.832920] [PI] No more function calls - research complete
[2025-10-01T14:55:02.834538] Saving text to bench_final/run1/medmcqa/medmcqa_1585/pi_final_answer.txt
[2025-10-01T14:55:02.840074] [QUERYOME] Query completed successfully
