[2025-10-01T00:10:58.760609] [QUERYOME] Starting research for query 971: '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:
Pneumococcal vaccine PCV 23 polysaccharide has shown the best results in the following people 

Options:
{'A': 'Sickle cell anemia', 'B': 'Cystic fibrosis', 'C': 'Child less than 2 year age', 'D': 'Recurrent otitis media and sinusitis'}'
[2025-10-01T00:10:58.841879] [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:
Pneumococcal vaccine PCV 23 polysaccharide has shown the best results in the following people 

Options:
{'A': 'Sickle cell anemia', 'B': 'Cystic fibrosis', 'C': 'Child less than 2 year age', 'D': 'Recurrent otitis media and sinusitis'}'
[2025-10-01T00:10:58.846810] Saving text to bench_final/run1/medmcqa/medmcqa_970/pi_initial_prompt.txt
[2025-10-01T00:10:58.851566] [PI] Calling o3 for initial analysis...
[2025-10-01T00:11:06.823583] [PI] Reasoning iteration 1
[2025-10-01T00:11:06.825034] [PI] Executing function call 1: hybrid_search
[2025-10-01T00:11:06.826624] [PI] Function arguments: {'query': 'Pneumococcal polysaccharide vaccine 23 sickle cell disease efficacy', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T00:11:06.828463] Saving JSON to bench_final/run1/medmcqa/medmcqa_970/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T00:12:20.805220] [PI] Function hybrid_search executed successfully
[2025-10-01T00:12:20.806789] Saving JSON to bench_final/run1/medmcqa/medmcqa_970/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T00:12:20.813932] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T00:12:28.033194] [PI] Reasoning iteration 2
[2025-10-01T00:12:28.034927] [PI] Executing function call 1: hybrid_search
[2025-10-01T00:12:28.036606] [PI] Function arguments: {'query': 'pneumococcal polysaccharide vaccine not effective children under 2 years', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T00:12:28.038416] Saving JSON to bench_final/run1/medmcqa/medmcqa_970/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T00:13:14.323879] [PI] Function hybrid_search executed successfully
[2025-10-01T00:13:14.325849] Saving JSON to bench_final/run1/medmcqa/medmcqa_970/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T00:13:14.338606] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T00:13:22.108359] [PI] Reasoning iteration 3
[2025-10-01T00:13:22.109894] [PI] No function calls found in response
[2025-10-01T00:13:22.111429] [PI] No more function calls - research complete
[2025-10-01T00:13:22.113838] Saving text to bench_final/run1/medmcqa/medmcqa_970/pi_final_answer.txt
[2025-10-01T00:13:22.117987] [QUERYOME] Query completed successfully
