[2025-09-25T11:08:53.618090] [QUERYOME] Starting research for query 81: '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:
Are higher rates of depression in women accounted for by differential symptom reporting? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:08:53.691097] [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:
Are higher rates of depression in women accounted for by differential symptom reporting? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:08:53.693813] Saving text to bench_final/run1/pubmedqa/pubmedqa_80/pi_initial_prompt.txt
[2025-09-25T11:08:53.698317] [PI] Calling o3 for initial analysis...
[2025-09-25T11:09:16.224731] [PI] Reasoning iteration 1
[2025-09-25T11:09:16.226367] [PI reasoning] **Analyzing depression rates**

I need to parse the question about whether higher rates of depression in women are due to differential symptom reporting. The only context I have is the question itself, but I can rely on what I know. The suggestion is that while women may report symptoms differently, studies indicate that this reporting doesn’t fully explain the higher prevalence. Research shows a female-to-male ratio of about 2:1 for major depressive disorder, meaning the answer is likely "no." There could be a related article on this from around 2000.
[2025-09-25T11:09:16.228814] [PI] No function calls found in response
[2025-09-25T11:09:16.230433] [PI] No more function calls - research complete
[2025-09-25T11:09:16.233098] Saving text to bench_final/run1/pubmedqa/pubmedqa_80/pi_final_answer.txt
[2025-09-25T11:09:16.236698] [QUERYOME] Query completed successfully
