[2025-09-25T12:37:06.438900] [QUERYOME] Starting research for query 328: '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 bicompartmental knee arthroplasty more favourable to knee muscle strength and physical performance compared to total knee arthroplasty? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:37:06.508680] [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 bicompartmental knee arthroplasty more favourable to knee muscle strength and physical performance compared to total knee arthroplasty? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:37:06.511955] Saving text to bench_final/run1/pubmedqa/pubmedqa_327/pi_initial_prompt.txt
[2025-09-25T12:37:06.516719] [PI] Calling o3 for initial analysis...
[2025-09-25T12:37:13.598824] [PI] Reasoning iteration 1
[2025-09-25T12:37:13.609064] [PI reasoning] **Analyzing knee arthroplasty options**

I need to determine if bicompartmental knee arthroplasty (BKA) or total knee arthroplasty (TKA) is better for muscle strength and physical performance. The question likely relates to a PubMedQA dataset, but I only have the title and no context. BKA resurfaces specific compartments while sparing ligaments, which might help preserve function, yet studies indicate that outcomes may be similar. I'm uncertain, so I’ll look into this further with a quick search.
[2025-09-25T12:37:13.611958] [PI] Executing function call 1: hybrid_search
[2025-09-25T12:37:13.613419] [PI] Function arguments: {'query': 'bicompartmental knee arthroplasty muscle strength physical performance compared to total knee arthroplasty', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T12:37:13.616333] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_327/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T12:37:16.247702] [PI] Function hybrid_search executed successfully
[2025-09-25T12:37:16.251045] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_327/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T12:37:16.258515] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T12:37:23.623014] [PI] Reasoning iteration 2
[2025-09-25T12:37:23.625928] [PI] No function calls found in response
[2025-09-25T12:37:23.627803] [PI] No more function calls - research complete
[2025-09-25T12:37:23.629478] Saving text to bench_final/run1/pubmedqa/pubmedqa_327/pi_final_answer.txt
[2025-09-25T12:37:23.634144] [QUERYOME] Query completed successfully
