[2025-09-30T13:20:57.739264] [QUERYOME] Starting research for query 714: '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:
Habit developed under psychological cause is: 

Options:
{'A': 'Non Compulsive habits.', 'B': 'Unintentional habits.', 'C': 'Useful habits.', 'D': 'Intentional habits.'}'
[2025-09-30T13:20:57.780583] [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:
Habit developed under psychological cause is: 

Options:
{'A': 'Non Compulsive habits.', 'B': 'Unintentional habits.', 'C': 'Useful habits.', 'D': 'Intentional habits.'}'
[2025-09-30T13:20:57.782565] Saving text to bench_final/run1/medmcqa/medmcqa_713/pi_initial_prompt.txt
[2025-09-30T13:20:57.790688] [PI] Calling o3 for initial analysis...
[2025-09-30T13:21:17.455000] [PI] Reasoning iteration 1
[2025-09-30T13:21:17.455900] [PI reasoning] **Analyzing habit classifications**

I need to tackle a multiple-choice question about habits developed under psychological causes. It seems relevant to reference classifications in psychology or dental anthropology. In pediatric dentistry, habits include useful, harmful, compulsive, and non-compulsive types. Compulsive habits are indeed linked to psychological causes. Although the options given are non-compulsive, unintentional, useful, and intentional, I realize that compulsive habits align best with those developed under psychological influences. I should focus on that connection.
[2025-09-30T13:21:17.457247] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:21:17.460279] [PI] Function arguments: {'query': 'compulsive habits psychological cause pediatric dentistry intentional habit classification', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T13:21:17.464235] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T13:22:17.586797] [PI] Function hybrid_search executed successfully
[2025-09-30T13:22:17.591703] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T13:22:17.609633] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:22:21.089641] [PI] Reasoning iteration 2
[2025-09-30T13:22:21.090496] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:22:21.094849] [PI] Function arguments: {'query': 'intentional habit psychological cause classification habit intentional unintentional compulsive noncompulsive', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T13:22:21.346097] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T13:23:38.317496] [PI] Function hybrid_search executed successfully
[2025-09-30T13:23:38.346107] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T13:23:38.377692] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:23:43.241277] [PI] Reasoning iteration 3
[2025-09-30T13:23:43.266193] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:23:43.516479] [PI] Function arguments: {'query': 'non compulsive habit mechanical cause pediatric dentistry', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T13:23:43.536563] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-30T13:24:50.162221] [PI] Function hybrid_search executed successfully
[2025-09-30T13:24:50.165475] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-30T13:24:50.380250] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:24:59.375449] [PI] Reasoning iteration 4
[2025-09-30T13:24:59.379903] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:24:59.381598] [PI] Function arguments: {'query': 'intentional habit pedodontics psychological cause', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T13:24:59.383820] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-09-30T13:26:04.537332] [PI] Function hybrid_search executed successfully
[2025-09-30T13:26:04.540129] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-09-30T13:26:04.570514] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:26:13.210902] [PI] Reasoning iteration 5
[2025-09-30T13:26:13.212047] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:26:13.214479] [PI] Function arguments: {'query': 'intentional habit thumb sucking definition intended result patient conscious pediatric dentistry', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T13:26:13.215988] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-09-30T13:27:25.981293] [PI] Function hybrid_search executed successfully
[2025-09-30T13:27:25.984271] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-09-30T13:27:25.991163] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:27:33.046294] [PI] Reasoning iteration 6
[2025-09-30T13:27:33.047845] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:27:33.049822] [PI] Function arguments: {'query': 'compulsive non compulsive habit psychological pediatric dentistry', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-09-30T13:27:33.051229] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_6_tool_call_2_hybrid_search.json
[2025-09-30T13:28:35.147525] [PI] Function hybrid_search executed successfully
[2025-09-30T13:28:35.152758] Saving JSON to bench_final/run1/medmcqa/medmcqa_713/pi_iteration_6_tool_result_2_hybrid_search.json
[2025-09-30T13:28:35.161726] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:28:44.759986] [PI] Reasoning iteration 7
[2025-09-30T13:28:44.761087] [PI] No function calls found in response
[2025-09-30T13:28:44.762110] [PI] No more function calls - research complete
[2025-09-30T13:28:44.764099] Saving text to bench_final/run1/medmcqa/medmcqa_713/pi_final_answer.txt
[2025-09-30T13:28:44.771111] [QUERYOME] Query completed successfully
