[2025-10-01T04:59:26.972448] [QUERYOME] Starting research for query 1191: 'Instructions: 
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer. 

Question:
If the distribution of intra-ocular pressure (IOP) seen in 100 glaucoma patients has an average 30 mm with a SD of 1.0, what is the lower limit of the average IOP that can be expected 95% of times? 

Options:
{'A': '26', 'B': '28', 'C': '32', 'D': '259'}'
[2025-10-01T04:59:27.043017] [PI] Starting research for query: 'Instructions: 
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer. 

Question:
If the distribution of intra-ocular pressure (IOP) seen in 100 glaucoma patients has an average 30 mm with a SD of 1.0, what is the lower limit of the average IOP that can be expected 95% of times? 

Options:
{'A': '26', 'B': '28', 'C': '32', 'D': '259'}'
[2025-10-01T04:59:27.045855] Saving text to bench_final/run1/medmcqa/medmcqa_1190/pi_initial_prompt.txt
[2025-10-01T04:59:27.050937] [PI] Calling o3 for initial analysis...
[2025-10-01T04:59:38.586726] [PI] Reasoning iteration 1
[2025-10-01T04:59:38.588486] [PI reasoning] **Analyzing IOP statistics**

I'm working on a statistical question about the distribution of intraocular pressure (IOP) in 100 glaucoma patients. The average IOP is 30 mm with an SD of 1.0. I need to find the lower limit of the average IOP that can be expected 95% of the time. I calculated the standard error and the 95% lower limit to be around 29.8, but that option isn't available. It seems I might need to consider the mean minus two SDs, which gives 28. That matches option B.
[2025-10-01T04:59:38.591277] [PI] Executing function call 1: hybrid_search
[2025-10-01T04:59:38.593061] [PI] Function arguments: {'query': 'approximately 95 percent of values lie within two standard deviations of the mean normal distribution', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T04:59:38.596230] Saving JSON to bench_final/run1/medmcqa/medmcqa_1190/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T04:59:45.214132] [PI] Function hybrid_search executed successfully
[2025-10-01T04:59:45.217182] Saving JSON to bench_final/run1/medmcqa/medmcqa_1190/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T04:59:45.235604] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:59:49.336713] [PI] Reasoning iteration 2
[2025-10-01T04:59:49.338252] [PI] No function calls found in response
[2025-10-01T04:59:49.340823] [PI] No more function calls - research complete
[2025-10-01T04:59:49.344697] Saving text to bench_final/run1/medmcqa/medmcqa_1190/pi_final_answer.txt
[2025-10-01T04:59:49.349084] [QUERYOME] Query completed successfully
