[2025-09-25T10:55:18.961621] [QUERYOME] Starting research for query 45: '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 muscle power related to running speed with changes of direction? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:55:19.050572] [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 muscle power related to running speed with changes of direction? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:55:19.052961] Saving text to bench_final/run1/pubmedqa/pubmedqa_44/pi_initial_prompt.txt
[2025-09-25T10:55:19.071504] [PI] Calling o3 for initial analysis...
[2025-09-25T10:55:26.374333] [PI] Reasoning iteration 1
[2025-09-25T10:55:26.376005] [PI] Executing function call 1: hybrid_search
[2025-09-25T10:55:26.378834] [PI] Function arguments: {'query': 'muscle power related to running speed with change of direction', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-25T10:55:26.380388] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_44/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T10:55:27.051120] [PI] Function hybrid_search executed successfully
[2025-09-25T10:55:27.053644] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_44/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T10:55:27.061087] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T10:55:41.515535] [PI] Reasoning iteration 2
[2025-09-25T10:55:41.518417] [PI reasoning] **Assessing muscle power and performance**

I've concluded that the reactive strength of the leg extensor muscles plays a role in change-of-direction performance, but it’s not definitive since other technical and perceptual factors are important too. The relationship appears to be inconsistent, which makes answering the question about whether muscle power relates to running speed during changes of direction a bit ambiguous. There’s a possible link for reactive strength, but not for concentric power. Overall, I might say it's a "maybe."
[2025-09-25T10:55:41.520065] [PI] No function calls found in response
[2025-09-25T10:55:41.522988] [PI] No more function calls - research complete
[2025-09-25T10:55:41.524510] Saving text to bench_final/run1/pubmedqa/pubmedqa_44/pi_final_answer.txt
[2025-09-25T10:55:41.555646] [QUERYOME] Query completed successfully
