[2025-09-25T10:43:54.076482] [QUERYOME] Starting research for query 15: '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:
Blunt trauma in intoxicated patients: is computed tomography of the abdomen always necessary? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:43:54.150176] [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:
Blunt trauma in intoxicated patients: is computed tomography of the abdomen always necessary? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:43:54.153238] Saving text to bench_final/run1/pubmedqa/pubmedqa_14/pi_initial_prompt.txt
[2025-09-25T10:43:54.158009] [PI] Calling o3 for initial analysis...
[2025-09-25T10:43:59.211508] [PI] Reasoning iteration 1
[2025-09-25T10:43:59.213872] [PI reasoning] **Considering CT necessity**

I need to address the research question on whether CT scans are always necessary for blunt trauma in intoxicated patients. My guess is that a study might conclude CT scans aren't always required. However, selective imaging based on clinical exams could be tricky since intoxication might mask pain. So, there’s a possibility that CT scans might still be necessary. Let’s investigate this further!
[2025-09-25T10:43:59.215943] [PI] Executing function call 1: hybrid_search
[2025-09-25T10:43:59.218840] [PI] Function arguments: {'query': 'Blunt trauma in intoxicated patients is computed tomography of the abdomen always necessary', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T10:43:59.220477] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_14/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-09-25T10:44:05.499741] [PI] Function hybrid_search executed successfully
[2025-09-25T10:44:05.502071] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_14/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-09-25T10:44:05.520656] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T10:44:23.337280] [PI] Reasoning iteration 2
[2025-09-25T10:44:23.339459] [PI] No function calls found in response
[2025-09-25T10:44:23.341486] [PI] No more function calls - research complete
[2025-09-25T10:44:23.344547] Saving text to bench_final/run1/pubmedqa/pubmedqa_14/pi_final_answer.txt
[2025-09-25T10:44:23.350202] [QUERYOME] Query completed successfully
