[2025-09-25T10:47:15.231675] [QUERYOME] Starting research for query 23: '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 alexithymia a risk factor for unexplained physical symptoms in general medical outpatients? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:47:15.310793] [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 alexithymia a risk factor for unexplained physical symptoms in general medical outpatients? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:47:15.313997] Saving text to bench_final/run1/pubmedqa/pubmedqa_22/pi_initial_prompt.txt
[2025-09-25T10:47:15.319601] [PI] Calling o3 for initial analysis...
[2025-09-25T10:47:21.420364] [PI] Reasoning iteration 1
[2025-09-25T10:47:21.423107] [PI] Executing function call 1: hybrid_search
[2025-09-25T10:47:21.424746] [PI] Function arguments: {'query': 'Is alexithymia a risk factor for unexplained physical symptoms in general medical outpatients', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T10:47:21.426839] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_22/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-09-25T10:47:21.884342] [PI] Function hybrid_search executed successfully
[2025-09-25T10:47:21.885963] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_22/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-09-25T10:47:21.893633] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T10:47:31.585658] [PI] Reasoning iteration 2
[2025-09-25T10:47:31.588853] [PI reasoning] **Evaluating research conclusions**

I’m working on the research question: “Is alexithymia a risk factor for unexplained physical symptoms in general medical outpatients?” From the abstract, it seems that patients with unexplained symptoms more often had a mental disorder, but they weren't significantly more alexithymic. The conclusions indicate that alexithymia isn’t clinically significant for these patients, so the answer is no, making option 'B' correct. I’ll remember to include citations in the final answer, even if it's straightforward.
[2025-09-25T10:47:31.590588] [PI] No function calls found in response
[2025-09-25T10:47:31.593519] [PI] No more function calls - research complete
[2025-09-25T10:47:31.595501] Saving text to bench_final/run1/pubmedqa/pubmedqa_22/pi_final_answer.txt
[2025-09-25T10:47:31.615770] [QUERYOME] Query completed successfully
