[2025-09-25T11:07:44.618392] [QUERYOME] Starting research for query 77: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Is pain a clinically relevant problem in general adult psychiatry? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:07:44.681129] [PI] Starting research for query: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Is pain a clinically relevant problem in general adult psychiatry? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:07:44.683758] Saving text to bench_final/run1/pubmedqa/pubmedqa_76/pi_initial_prompt.txt
[2025-09-25T11:07:44.688375] [PI] Calling o3 for initial analysis...
[2025-09-25T11:07:54.334387] [PI] Reasoning iteration 1
[2025-09-25T11:07:54.335973] [PI reasoning] **Searching for evidence on pain in psychiatry**

I'm considering the question: "Is pain a clinically relevant problem in general adult psychiatry?" The answer options are yes, no, or maybe. I should refer back to my memory or search for relevant articles, especially one titled "Is pain a clinically relevant problem in general adult psychiatry?" from around 2001. I already know there's a connection between painful physical symptoms and psychiatric conditions like depression, so my best guess is that the answer is likely yes. I just need to verify this quickly with a search.
[2025-09-25T11:07:54.338341] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:07:54.340265] [PI] Function arguments: {'query': 'Is pain a clinically relevant problem in general adult psychiatry', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:07:54.342989] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_76/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T11:07:54.810219] [PI] Function hybrid_search executed successfully
[2025-09-25T11:07:54.814016] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_76/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T11:07:54.820178] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:08:09.831498] [PI] Reasoning iteration 2
[2025-09-25T11:08:09.833968] [PI] No function calls found in response
[2025-09-25T11:08:09.835998] [PI] No more function calls - research complete
[2025-09-25T11:08:09.838523] Saving text to bench_final/run1/pubmedqa/pubmedqa_76/pi_final_answer.txt
[2025-09-25T11:08:09.843883] [QUERYOME] Query completed successfully
