[2025-10-02T02:37:25.725797] [QUERYOME] Starting research for query 1607: '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:
A researcher selected all possible samples from a population and plotted their means on a line graph. This distribution is called as:

Options:
A. Sample distribution
B. Sampling distribution
C. Population distribution
D. Parametric distribution'
[2025-10-02T02:37:25.765949] [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:
A researcher selected all possible samples from a population and plotted their means on a line graph. This distribution is called as:

Options:
A. Sample distribution
B. Sampling distribution
C. Population distribution
D. Parametric distribution'
[2025-10-02T02:37:25.768186] Saving text to bench_final/run1/medmcqa/medmcqa_3167/pi_initial_prompt.txt
[2025-10-02T02:37:25.792561] [PI] Calling o3 for initial analysis...
[2025-10-02T02:37:29.931613] [PI] Reasoning iteration 1
[2025-10-02T02:37:29.933438] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:37:29.936261] [PI] Function arguments: {'query': 'sampling distribution definition all possible samples means', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T02:37:29.938104] Saving JSON to bench_final/run1/medmcqa/medmcqa_3167/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-02T02:37:30.661387] [PI] Function hybrid_search executed successfully
[2025-10-02T02:37:30.663180] Saving JSON to bench_final/run1/medmcqa/medmcqa_3167/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-02T02:37:30.670564] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:37:33.414082] [PI] Reasoning iteration 2
[2025-10-02T02:37:33.416706] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:37:33.418371] [PI] Function arguments: {'query': 'distribution of sample means is called the sampling distribution of the mean', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T02:37:33.421469] Saving JSON to bench_final/run1/medmcqa/medmcqa_3167/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T02:37:34.194341] [PI] Function hybrid_search executed successfully
[2025-10-02T02:37:34.197363] Saving JSON to bench_final/run1/medmcqa/medmcqa_3167/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T02:37:34.227923] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:37:39.588927] [PI] Reasoning iteration 3
[2025-10-02T02:37:39.591294] [PI] No function calls found in response
[2025-10-02T02:37:39.592907] [PI] No more function calls - research complete
[2025-10-02T02:37:39.595200] Saving text to bench_final/run1/medmcqa/medmcqa_3167/pi_final_answer.txt
[2025-10-02T02:37:39.598924] [QUERYOME] Query completed successfully
