[2025-10-02T09:17:51.608930] [QUERYOME] Starting research for query 2483: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
Modulus of elasticity means:

Options:
A. Rigidity or stiffness of the material
B. Ability to be stretched with permanent deformation
C. Ductility of a material
D. Malleability of the metal'
[2025-10-02T09:17:51.654107] [PI] Starting research for query: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
Modulus of elasticity means:

Options:
A. Rigidity or stiffness of the material
B. Ability to be stretched with permanent deformation
C. Ductility of a material
D. Malleability of the metal'
[2025-10-02T09:17:51.657037] Saving text to bench_final/run1/medmcqa/medmcqa_4043/pi_initial_prompt.txt
[2025-10-02T09:17:51.661532] [PI] Calling o3 for initial analysis...
[2025-10-02T09:17:55.894114] [PI] Reasoning iteration 1
[2025-10-02T09:17:55.896645] [PI] Executing function call 1: bm25_author_keywords_search
[2025-10-02T09:17:55.898908] [PI] Function arguments: {'query': 'modulus of elasticity rigidity stiffness definition dental materials', 'k': 5}
[2025-10-02T09:17:55.909507] Saving JSON to bench_final/run1/medmcqa/medmcqa_4043/pi_iteration_1_tool_call_2_bm25_author_keywords_search.json
[2025-10-02T09:17:56.597619] [PI] Function bm25_author_keywords_search executed successfully
[2025-10-02T09:17:56.608213] Saving JSON to bench_final/run1/medmcqa/medmcqa_4043/pi_iteration_1_tool_result_2_bm25_author_keywords_search.json
[2025-10-02T09:17:56.616255] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:18:01.495861] [PI] Reasoning iteration 2
[2025-10-02T09:18:01.497454] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-02T09:18:01.499212] [PI] Function arguments: {'query': 'Elastic modulus definition stiffness', 'k': 10}
[2025-10-02T09:18:01.508866] Saving JSON to bench_final/run1/medmcqa/medmcqa_4043/pi_iteration_2_tool_call_2_bm25_mesh_terms_search.json
[2025-10-02T09:18:02.116342] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-02T09:18:02.118418] Saving JSON to bench_final/run1/medmcqa/medmcqa_4043/pi_iteration_2_tool_result_2_bm25_mesh_terms_search.json
[2025-10-02T09:18:02.127147] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:18:08.509451] [PI] Reasoning iteration 3
[2025-10-02T09:18:08.511400] [PI] Executing function call 1: hybrid_search
[2025-10-02T09:18:08.512986] [PI] Function arguments: {'query': "elastic modulus is a measure of stiffness also called Young's modulus", 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T09:18:08.514546] Saving JSON to bench_final/run1/medmcqa/medmcqa_4043/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T09:18:09.656103] [PI] Function hybrid_search executed successfully
[2025-10-02T09:18:09.658093] Saving JSON to bench_final/run1/medmcqa/medmcqa_4043/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T09:18:09.666597] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:18:17.233343] [PI] Reasoning iteration 4
[2025-10-02T09:18:17.235998] [PI] No function calls found in response
[2025-10-02T09:18:17.237981] [PI] No more function calls - research complete
[2025-10-02T09:18:17.240771] Saving text to bench_final/run1/medmcqa/medmcqa_4043/pi_final_answer.txt
[2025-10-02T09:18:17.245913] [QUERYOME] Query completed successfully
