[2025-09-25T11:30:03.556785] [QUERYOME] Starting research for query 137: '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:
Is breast cancer prognosis inherited? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:30:03.628233] [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:
Is breast cancer prognosis inherited? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:30:03.629836] Saving text to bench_final/run1/pubmedqa/pubmedqa_136/pi_initial_prompt.txt
[2025-09-25T11:30:03.635403] [PI] Calling o3 for initial analysis...
[2025-09-25T11:30:20.456048] [PI] Reasoning iteration 1
[2025-09-25T11:30:20.458509] [PI reasoning] **Considering hereditary factors in breast cancer**

I need to tackle the question of whether breast cancer prognosis is inherited. This means looking into whether family history or genetic factors like BRCA1/2 mutations affect prognosis. While these genes are linked to breast cancer susceptibility, some research suggests they don't necessarily influence survival outcomes. Generally, I'd lean towards "no" for the question, since family history doesn’t typically determine prognosis independently of other factors. Overall, I'd say inheritance plays a role in susceptibility but not in prognosis itself.
[2025-09-25T11:30:20.460222] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:30:20.461866] [PI] Function arguments: {'query': '"Is breast cancer prognosis inherited"', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-25T11:30:20.464261] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_136/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T11:30:23.155363] [PI] Function hybrid_search executed successfully
[2025-09-25T11:30:23.158147] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_136/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T11:30:23.166178] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:30:39.850339] [PI] Reasoning iteration 2
[2025-09-25T11:30:39.852908] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:30:39.854674] [PI] Function arguments: {'query': 'breast cancer prognosis might be inherited', 'k': 5, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-09-25T11:30:39.856683] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_136/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-25T11:30:40.619520] [PI] Function hybrid_search executed successfully
[2025-09-25T11:30:40.621507] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_136/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-25T11:30:40.644539] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:30:57.813503] [PI] Reasoning iteration 3
[2025-09-25T11:30:57.814838] [PI] No function calls found in response
[2025-09-25T11:30:57.816533] [PI] No more function calls - research complete
[2025-09-25T11:30:57.819268] Saving text to bench_final/run1/pubmedqa/pubmedqa_136/pi_final_answer.txt
[2025-09-25T11:30:57.823202] [QUERYOME] Query completed successfully
