[2025-09-30T03:29:03.529725] [QUERYOME] Starting research for query 449: '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:
Indirect Retainer is placed: 

Options:
{'A': 'Near direct retainer', 'B': 'As far as possible from fulcrum line', 'C': 'Near fulcrum line', 'D': 'Near edentulous area'}'
[2025-09-30T03:29:03.590206] [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:
Indirect Retainer is placed: 

Options:
{'A': 'Near direct retainer', 'B': 'As far as possible from fulcrum line', 'C': 'Near fulcrum line', 'D': 'Near edentulous area'}'
[2025-09-30T03:29:03.593234] Saving text to bench_final/run1/medmcqa/medmcqa_448/pi_initial_prompt.txt
[2025-09-30T03:29:03.598675] [PI] Calling o3 for initial analysis...
[2025-09-30T03:29:07.912871] [PI] Reasoning iteration 1
[2025-09-30T03:29:07.914468] [PI] Executing function call 1: hybrid_search
[2025-09-30T03:29:07.916880] [PI] Function arguments: {'query': 'removable partial denture indirect retainer placement as far as possible from fulcrum line', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T03:29:07.918582] Saving JSON to bench_final/run1/medmcqa/medmcqa_448/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T03:29:54.055807] [PI] Function hybrid_search executed successfully
[2025-09-30T03:29:54.063152] Saving JSON to bench_final/run1/medmcqa/medmcqa_448/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T03:29:54.070018] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T03:29:59.274769] [PI] Reasoning iteration 2
[2025-09-30T03:29:59.286509] [PI] Executing function call 1: hybrid_search
[2025-09-30T03:29:59.292773] [PI] Function arguments: {'query': 'indirect retainer positioned far from the fulcrum line removable partial denture', 'k': 10, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-09-30T03:29:59.294163] Saving JSON to bench_final/run1/medmcqa/medmcqa_448/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T03:30:38.418773] [PI] Function hybrid_search executed successfully
[2025-09-30T03:30:38.420133] Saving JSON to bench_final/run1/medmcqa/medmcqa_448/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T03:30:38.427285] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T03:30:49.085687] [PI] Reasoning iteration 3
[2025-09-30T03:30:49.092806] [PI] Executing function call 1: hybrid_search
[2025-09-30T03:30:49.094432] [PI] Function arguments: {'query': 'indirect retainer should be placed as far as possible from the fulcrum line', 'k': 10, 'faiss_weight': 0.3, 'bm25_weight': 0.7, 'use_rrf': True}
[2025-09-30T03:30:49.096915] Saving JSON to bench_final/run1/medmcqa/medmcqa_448/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-30T03:31:41.330568] [PI] Function hybrid_search executed successfully
[2025-09-30T03:31:41.333720] Saving JSON to bench_final/run1/medmcqa/medmcqa_448/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-30T03:31:41.343654] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T03:31:50.999061] [PI] Reasoning iteration 4
[2025-09-30T03:31:51.000598] [PI] No function calls found in response
[2025-09-30T03:31:51.012569] [PI] No more function calls - research complete
[2025-09-30T03:31:51.014090] Saving text to bench_final/run1/medmcqa/medmcqa_448/pi_final_answer.txt
[2025-09-30T03:31:51.020429] [QUERYOME] Query completed successfully
