[2025-09-25T13:00:40.671753] [QUERYOME] Starting research for query 403: '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:
Schizophrenia patients with high intelligence: A clinically distinct sub-type of schizophrenia? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T13:00:40.741482] [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:
Schizophrenia patients with high intelligence: A clinically distinct sub-type of schizophrenia? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T13:00:40.743077] Saving text to bench_final/run1/pubmedqa/pubmedqa_402/pi_initial_prompt.txt
[2025-09-25T13:00:40.748104] [PI] Calling o3 for initial analysis...
[2025-09-25T13:00:49.108857] [PI] Reasoning iteration 1
[2025-09-25T13:00:49.111095] [PI reasoning] **Approximating research conclusions**

I need to determine if the conclusion of the study about schizophrenia patients with high intelligence is yes, no, or maybe. The article likely examines a distinct subset of high-IQ schizophrenia patients, but despite their cognitive abilities, they may still exhibit typical clinical features. It seems possible they aren't categorized as distinct. Additionally, literature suggests that those with high intelligence may show earlier onset and more severe symptoms. I might want to confirm this with a quick search.
[2025-09-25T13:00:49.113087] [PI] Executing function call 1: hybrid_search
[2025-09-25T13:00:49.115961] [PI] Function arguments: {'query': 'Schizophrenia patients with high intelligence: A clinically distinct sub-type of schizophrenia', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T13:00:49.117495] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_402/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T13:00:50.646708] [PI] Function hybrid_search executed successfully
[2025-09-25T13:00:50.648838] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_402/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T13:00:50.656156] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T13:01:01.138904] [PI] Reasoning iteration 2
[2025-09-25T13:01:01.141105] [PI] No function calls found in response
[2025-09-25T13:01:01.142674] [PI] No more function calls - research complete
[2025-09-25T13:01:01.144241] Saving text to bench_final/run1/pubmedqa/pubmedqa_402/pi_final_answer.txt
[2025-09-25T13:01:01.150988] [QUERYOME] Query completed successfully
