[2025-09-25T11:33:20.266859] [QUERYOME] Starting research for query 144: '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:
Cholesterol screening in school children: is family history reliable to choose the ones to screen? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:33:20.359903] [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:
Cholesterol screening in school children: is family history reliable to choose the ones to screen? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:33:20.361848] Saving text to bench_final/run1/pubmedqa/pubmedqa_143/pi_initial_prompt.txt
[2025-09-25T11:33:20.368455] [PI] Calling o3 for initial analysis...
[2025-09-25T11:33:24.528684] [PI] Reasoning iteration 1
[2025-09-25T11:33:24.530301] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:33:24.533240] [PI] Function arguments: {'query': 'Cholesterol screening in school children: is family history reliable to choose the ones to screen?', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:33:24.534863] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_143/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T11:33:25.278913] [PI] Function hybrid_search executed successfully
[2025-09-25T11:33:25.281030] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_143/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T11:33:25.289168] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:33:28.256480] [PI] Reasoning iteration 2
[2025-09-25T11:33:28.259378] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:33:28.261478] [PI] Function arguments: {'query': '17971187 abstract', 'k': 1, 'faiss_weight': 0.1, 'bm25_weight': 0.9, 'use_rrf': False}
[2025-09-25T11:33:28.264196] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_143/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-25T11:33:28.961323] [PI] Function hybrid_search executed successfully
[2025-09-25T11:33:28.963477] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_143/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-25T11:33:28.994638] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:33:34.979572] [PI] Reasoning iteration 3
[2025-09-25T11:33:34.981282] [PI] No function calls found in response
[2025-09-25T11:33:34.983887] [PI] No more function calls - research complete
[2025-09-25T11:33:34.985573] Saving text to bench_final/run1/pubmedqa/pubmedqa_143/pi_final_answer.txt
[2025-09-25T11:33:34.990245] [QUERYOME] Query completed successfully
