[2025-09-29T15:35:41.313620] [QUERYOME] Starting research for query 120: '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:
Episodes of repeated thin stools with mucus, subjective feeling of fever and lower abdominal pain, with leukocytes in stool. Which of the following is likely? 

Options:
{'A': 'Giardia', 'B': 'Entamoeba', 'C': 'Staph', 'D': 'Clostridium perfringens'}'
[2025-09-29T15:35:41.379115] [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:
Episodes of repeated thin stools with mucus, subjective feeling of fever and lower abdominal pain, with leukocytes in stool. Which of the following is likely? 

Options:
{'A': 'Giardia', 'B': 'Entamoeba', 'C': 'Staph', 'D': 'Clostridium perfringens'}'
[2025-09-29T15:35:41.383386] Saving text to bench_final/run1/medmcqa/medmcqa_119/pi_initial_prompt.txt
[2025-09-29T15:35:41.398649] [PI] Calling o3 for initial analysis...
[2025-09-29T15:35:47.098108] [PI] Reasoning iteration 1
[2025-09-29T15:35:47.099865] [PI] Executing function call 1: hybrid_search
[2025-09-29T15:35:47.112123] [PI] Function arguments: {'query': 'Entamoeba histolytica stool leukocytes present mucus dysentery', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-29T15:35:47.113759] Saving JSON to bench_final/run1/medmcqa/medmcqa_119/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-29T15:36:36.272524] [PI] Function hybrid_search executed successfully
[2025-09-29T15:36:36.279572] Saving JSON to bench_final/run1/medmcqa/medmcqa_119/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-29T15:36:36.312643] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T15:36:39.552421] [PI] Reasoning iteration 2
[2025-09-29T15:36:39.554101] [PI] Executing function call 1: hybrid_search
[2025-09-29T15:36:39.556358] [PI] Function arguments: {'query': 'Giardia lamblia stool leukocytes present', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-29T15:36:39.557985] Saving JSON to bench_final/run1/medmcqa/medmcqa_119/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-29T15:37:40.716695] [PI] Function hybrid_search executed successfully
[2025-09-29T15:37:40.724607] Saving JSON to bench_final/run1/medmcqa/medmcqa_119/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-29T15:37:40.731936] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T15:37:46.955232] [PI] Reasoning iteration 3
[2025-09-29T15:37:46.957824] [PI] No function calls found in response
[2025-09-29T15:37:46.959536] [PI] No more function calls - research complete
[2025-09-29T15:37:46.962242] Saving text to bench_final/run1/medmcqa/medmcqa_119/pi_final_answer.txt
[2025-09-29T15:37:46.978310] [QUERYOME] Query completed successfully
