[2025-10-02T01:55:53.816675] [QUERYOME] Starting research for query 1517: '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:
Multi constricted apical constriction is seen in which type of Dummer’s classification

Options:
A. Type 1
B. Type 2
C. Type 3
D. Type 4'
[2025-10-02T01:55:53.856638] [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:
Multi constricted apical constriction is seen in which type of Dummer’s classification

Options:
A. Type 1
B. Type 2
C. Type 3
D. Type 4'
[2025-10-02T01:55:53.858268] Saving text to bench_final/run1/medmcqa/medmcqa_3077/pi_initial_prompt.txt
[2025-10-02T01:55:53.862320] [PI] Calling o3 for initial analysis...
[2025-10-02T01:55:57.106706] [PI] Reasoning iteration 1
[2025-10-02T01:55:57.109055] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:55:57.110837] [PI] Function arguments: {'query': 'Dummer classification apical constriction types multi constricted apical constriction type 1 type 2', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:55:57.112401] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T01:55:57.744980] [PI] Function hybrid_search executed successfully
[2025-10-02T01:55:57.746903] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T01:55:57.752127] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:04.035793] [PI] Reasoning iteration 2
[2025-10-02T01:56:04.037326] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:04.038936] [PI] Function arguments: {'query': 'Dummer classification of apical canal constriction type 1 type 2 type 3 type 4', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:56:04.040821] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T01:56:04.575582] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:04.577583] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T01:56:04.584112] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:11.975685] [PI] Reasoning iteration 3
[2025-10-02T01:56:11.977323] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:11.978879] [PI] Function arguments: {'query': 'multi-constricted apical constriction dummer type 3', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:56:11.980644] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T01:56:13.237015] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:13.238742] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T01:56:13.244101] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:25.407498] [PI] Reasoning iteration 4
[2025-10-02T01:56:25.409053] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:25.410865] [PI] Function arguments: {'query': 'multi-constricted apical constriction type 4', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T01:56:25.413498] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-02T01:56:26.761209] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:26.762891] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-02T01:56:26.768578] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:35.836637] [PI] Reasoning iteration 5
[2025-10-02T01:56:35.838146] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:35.840366] [PI] Function arguments: {'query': 'parallel apical constriction Dummer type 3', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:56:35.841775] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-02T01:56:36.536065] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:36.537926] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-02T01:56:36.543449] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:41.538358] [PI] Reasoning iteration 6
[2025-10-02T01:56:41.540534] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:41.542214] [PI] Function arguments: {'query': 'Dummer PMH root canal terminus classification 1984 traditional tapered parallel multiple constrictions', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:56:41.544104] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_6_tool_call_2_hybrid_search.json
[2025-10-02T01:56:42.036052] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:42.037652] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_6_tool_result_2_hybrid_search.json
[2025-10-02T01:56:42.060259] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:46.753435] [PI] Reasoning iteration 7
[2025-10-02T01:56:46.755075] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:46.756456] [PI] Function arguments: {'query': 'stepped apical constriction type 2 dummer', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:56:46.757803] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_7_tool_call_2_hybrid_search.json
[2025-10-02T01:56:48.498183] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:48.505014] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_7_tool_result_2_hybrid_search.json
[2025-10-02T01:56:48.510563] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:56:57.929383] [PI] Reasoning iteration 8
[2025-10-02T01:56:57.932406] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:56:57.934043] [PI] Function arguments: {'query': 'Dummer PMH McGinn J Root apex anatomy classification 1984 apical constriction traditional taper parallel multiple constrictions', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-02T01:56:57.936254] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_8_tool_call_2_hybrid_search.json
[2025-10-02T01:56:58.421916] [PI] Function hybrid_search executed successfully
[2025-10-02T01:56:58.423899] Saving JSON to bench_final/run1/medmcqa/medmcqa_3077/pi_iteration_8_tool_result_2_hybrid_search.json
[2025-10-02T01:56:58.430512] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:57:06.434229] [PI] Reasoning iteration 9
[2025-10-02T01:57:06.436426] [PI] No function calls found in response
[2025-10-02T01:57:06.438534] [PI] No more function calls - research complete
[2025-10-02T01:57:06.440380] Saving text to bench_final/run1/medmcqa/medmcqa_3077/pi_final_answer.txt
[2025-10-02T01:57:06.443851] [QUERYOME] Query completed successfully
