[2025-10-01T15:51:11.417018] [QUERYOME] Starting research for query 136: '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 16-year-old female with normal pubic hair and breast development, presented with complaints of primary amenorrhea. Investigation shows normal karyotype. Most likely diagnosis is:AFMC 12; JIPMER 12; AIIMS 12, 13

Options:
A. Mullerian agenesis
B. Turner syndrome
C. Testicular feminization
D. Kallmann syndrome'
[2025-10-01T15:51:11.471422] [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 16-year-old female with normal pubic hair and breast development, presented with complaints of primary amenorrhea. Investigation shows normal karyotype. Most likely diagnosis is:AFMC 12; JIPMER 12; AIIMS 12, 13

Options:
A. Mullerian agenesis
B. Turner syndrome
C. Testicular feminization
D. Kallmann syndrome'
[2025-10-01T15:51:11.473327] Saving text to bench_final/run1/medmcqa/medmcqa_1696/pi_initial_prompt.txt
[2025-10-01T15:51:11.481580] [PI] Calling o3 for initial analysis...
[2025-10-01T15:51:24.789663] [PI] Reasoning iteration 1
[2025-10-01T15:51:24.792627] [PI] Executing function call 1: hybrid_search
[2025-10-01T15:51:24.794911] [PI] Function arguments: {'query': 'Müllerian agenesis primary amenorrhea normal secondary sexual characteristics normal karyotype 46,XX', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T15:51:24.798161] Saving JSON to bench_final/run1/medmcqa/medmcqa_1696/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T15:51:25.886771] [PI] Function hybrid_search executed successfully
[2025-10-01T15:51:25.888459] Saving JSON to bench_final/run1/medmcqa/medmcqa_1696/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T15:51:25.897609] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T15:51:35.481279] [PI] Reasoning iteration 2
[2025-10-01T15:51:35.483131] [PI] No function calls found in response
[2025-10-01T15:51:35.486437] [PI] No more function calls - research complete
[2025-10-01T15:51:35.488168] Saving text to bench_final/run1/medmcqa/medmcqa_1696/pi_final_answer.txt
[2025-10-01T15:51:35.493362] [QUERYOME] Query completed successfully
