[2025-10-02T02:21:31.461313] [QUERYOME] Starting research for query 1574: '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 patient has bilateral conductive deafness, tinnitus with positive family history. The diagnosis is -

Options:
A. Otospongiosis
B. Tympanosclerosis
C. Meniere's disease
D. B/L otitis media'
[2025-10-02T02:21:31.517919] [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 patient has bilateral conductive deafness, tinnitus with positive family history. The diagnosis is -

Options:
A. Otospongiosis
B. Tympanosclerosis
C. Meniere's disease
D. B/L otitis media'
[2025-10-02T02:21:31.520654] Saving text to bench_final/run1/medmcqa/medmcqa_3134/pi_initial_prompt.txt
[2025-10-02T02:21:31.526103] [PI] Calling o3 for initial analysis...
[2025-10-02T02:21:37.807007] [PI] Reasoning iteration 1
[2025-10-02T02:21:37.808806] [PI reasoning] **Diagnosing deafness causes**

I’m looking at a multiple-choice question about a patient with bilateral conductive deafness and tinnitus with a family history. Knowing that otospongiosis (or otosclerosis) usually leads to progressive bilateral conductive hearing loss and tinnitus, with a family link, I would choose option A. It seems straightforward. I could support my answer with references, but I think I'll first check for quick evidence on otosclerosis features to strengthen my response.
[2025-10-02T02:21:37.811616] [PI] Executing function call 1: hybrid_search
[2025-10-02T02:21:37.813725] [PI] Function arguments: {'query': 'otosclerosis progressive bilateral conductive hearing loss tinnitus family history', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T02:21:37.815888] Saving JSON to bench_final/run1/medmcqa/medmcqa_3134/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T02:21:38.438891] [PI] Function hybrid_search executed successfully
[2025-10-02T02:21:38.441957] Saving JSON to bench_final/run1/medmcqa/medmcqa_3134/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T02:21:38.447423] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T02:21:42.122876] [PI] Reasoning iteration 2
[2025-10-02T02:21:42.126413] [PI] No function calls found in response
[2025-10-02T02:21:42.127890] [PI] No more function calls - research complete
[2025-10-02T02:21:42.130809] Saving text to bench_final/run1/medmcqa/medmcqa_3134/pi_final_answer.txt
[2025-10-02T02:21:42.153588] [QUERYOME] Query completed successfully
