[2025-09-30T09:29:17.552308] [QUERYOME] Starting research for query 619: '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:
Recurrent abdominal pain in children in most often due to – 

Options:
{'A': 'Roundworms', 'B': 'Emotional/behavioural problems', 'C': 'Amoebiasis', 'D': 'Giardiasis'}'
[2025-09-30T09:29:17.646734] [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:
Recurrent abdominal pain in children in most often due to – 

Options:
{'A': 'Roundworms', 'B': 'Emotional/behavioural problems', 'C': 'Amoebiasis', 'D': 'Giardiasis'}'
[2025-09-30T09:29:17.648504] Saving text to bench_final/run1/medmcqa/medmcqa_618/pi_initial_prompt.txt
[2025-09-30T09:29:17.657600] [PI] Calling o3 for initial analysis...
[2025-09-30T09:29:24.025747] [PI] Reasoning iteration 1
[2025-09-30T09:29:24.027430] [PI reasoning] **Answering pediatric pain question**

I need to address the question about recurrent abdominal pain in children, which presents several options. It looks like they're pointing towards functional abdominal pain, as outlined by Apley & Naish. Most cases stem from emotional or behavioral issues, not from physical causes like parasites. So, I'll settle on option B. Time to gather some quick evidence. I think I'll search for information on recurrent abdominal pain and its common causes.
[2025-09-30T09:29:24.029067] [PI] Executing function call 1: hybrid_search
[2025-09-30T09:29:24.034109] [PI] Function arguments: {'query': 'recurrent abdominal pain in children most common cause functional abdominal pain emotional behavioral problems', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-30T09:29:24.036726] Saving JSON to bench_final/run1/medmcqa/medmcqa_618/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T09:30:16.483733] [PI] Function hybrid_search executed successfully
[2025-09-30T09:30:16.486184] Saving JSON to bench_final/run1/medmcqa/medmcqa_618/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T09:30:16.498586] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T09:30:24.727172] [PI] Reasoning iteration 2
[2025-09-30T09:30:24.728916] [PI] No function calls found in response
[2025-09-30T09:30:24.731905] [PI] No more function calls - research complete
[2025-09-30T09:30:24.733725] Saving text to bench_final/run1/medmcqa/medmcqa_618/pi_final_answer.txt
[2025-09-30T09:30:24.743273] [QUERYOME] Query completed successfully
