[2025-09-25T11:10:34.629894] [QUERYOME] Starting research for query 84: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Profiling quality of care: Is there a role for peer review? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:10:34.702193] [PI] Starting research for query: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Profiling quality of care: Is there a role for peer review? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:10:34.713189] Saving text to bench_final/run1/pubmedqa/pubmedqa_83/pi_initial_prompt.txt
[2025-09-25T11:10:34.719065] [PI] Calling o3 for initial analysis...
[2025-09-25T11:10:39.411240] [PI] Reasoning iteration 1
[2025-09-25T11:10:39.413414] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:10:39.415000] [PI] Function arguments: {'query': 'Profiling quality of care: Is there a role for peer review', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:10:39.416707] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-09-25T11:10:39.853047] [PI] Function hybrid_search executed successfully
[2025-09-25T11:10:39.854650] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-09-25T11:10:39.859256] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:10:45.765306] [PI] Reasoning iteration 2
[2025-09-25T11:10:45.768660] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:10:45.770522] [PI] Function arguments: {'query': 'Profiling quality of care', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:10:45.773948] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-25T11:10:46.125807] [PI] Function hybrid_search executed successfully
[2025-09-25T11:10:46.128802] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-25T11:10:46.134358] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:10:50.756968] [PI] Reasoning iteration 3
[2025-09-25T11:10:50.758821] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:10:50.760453] [PI] Function arguments: {'query': '"Is there a role for peer review"', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:10:50.762491] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-25T11:10:52.138418] [PI] Function hybrid_search executed successfully
[2025-09-25T11:10:52.140293] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-25T11:10:52.149386] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:11:00.840550] [PI] Reasoning iteration 4
[2025-09-25T11:11:00.842858] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:11:00.844492] [PI] Function arguments: {'query': '"Profiling quality of care" peer review', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-25T11:11:00.846226] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-09-25T11:11:01.596225] [PI] Function hybrid_search executed successfully
[2025-09-25T11:11:01.598130] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-09-25T11:11:01.613524] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:11:11.739991] [PI] Reasoning iteration 5
[2025-09-25T11:11:11.741546] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:11:11.744261] [PI] Function arguments: {'query': '"Profiling quality of care" "peer review"', 'k': 20, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-09-25T11:11:11.745982] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_5_tool_call_4_hybrid_search.json
[2025-09-25T11:11:13.513287] [PI] Function hybrid_search executed successfully
[2025-09-25T11:11:13.515643] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_5_tool_result_4_hybrid_search.json
[2025-09-25T11:11:13.525859] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:11:19.913251] [PI] Reasoning iteration 6
[2025-09-25T11:11:19.914748] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:11:19.916639] [PI] Function arguments: {'query': 'profiling quality of care peer review mcneil', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-25T11:11:19.919410] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_6_tool_call_2_hybrid_search.json
[2025-09-25T11:11:21.333923] [PI] Function hybrid_search executed successfully
[2025-09-25T11:11:21.336073] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_83/pi_iteration_6_tool_result_2_hybrid_search.json
[2025-09-25T11:11:21.343503] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:11:32.459248] [PI] Reasoning iteration 7
[2025-09-25T11:11:32.460836] [PI] No function calls found in response
[2025-09-25T11:11:32.463586] [PI] No more function calls - research complete
[2025-09-25T11:11:32.465070] Saving text to bench_final/run1/pubmedqa/pubmedqa_83/pi_final_answer.txt
[2025-09-25T11:11:32.478991] [QUERYOME] Query completed successfully
