[2025-10-02T03:24:32.777960] [QUERYOME] Starting research for query 1714: '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 45 year patient working in a factory for past 20 years presents with breathlessness. HRCT chest shows pleural thickening and fibrosis. Histopathology of the lesion shows?

Options:
A. Asbestosis
B. Cotton fiber
C. Coal worker pneumoconiosis
D. Silicosis'
[2025-10-02T03:24:32.831839] [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 45 year patient working in a factory for past 20 years presents with breathlessness. HRCT chest shows pleural thickening and fibrosis. Histopathology of the lesion shows?

Options:
A. Asbestosis
B. Cotton fiber
C. Coal worker pneumoconiosis
D. Silicosis'
[2025-10-02T03:24:32.834010] Saving text to bench_final/run1/medmcqa/medmcqa_3274/pi_initial_prompt.txt
[2025-10-02T03:24:32.851150] [PI] Calling o3 for initial analysis...
[2025-10-02T03:24:40.667899] [PI] Reasoning iteration 1
[2025-10-02T03:24:40.670423] [PI] Executing function call 1: hybrid_search
[2025-10-02T03:24:40.672118] [PI] Function arguments: {'query': 'asbestosis pleural thickening fibrosis ferruginous bodies histopathology', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T03:24:40.673929] Saving JSON to bench_final/run1/medmcqa/medmcqa_3274/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T03:24:41.317165] [PI] Function hybrid_search executed successfully
[2025-10-02T03:24:41.320134] Saving JSON to bench_final/run1/medmcqa/medmcqa_3274/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T03:24:41.325992] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T03:24:45.337197] [PI] Reasoning iteration 2
[2025-10-02T03:24:45.338911] [PI] Executing function call 1: hybrid_search
[2025-10-02T03:24:45.341704] [PI] Function arguments: {'query': 'pleural thickening and plaques asbestosis asbestos bodies histopathology "ferruginous bodies"', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T03:24:45.343398] Saving JSON to bench_final/run1/medmcqa/medmcqa_3274/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T03:24:46.025283] [PI] Function hybrid_search executed successfully
[2025-10-02T03:24:46.026994] Saving JSON to bench_final/run1/medmcqa/medmcqa_3274/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T03:24:46.031980] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T03:24:51.748342] [PI] Reasoning iteration 3
[2025-10-02T03:24:51.751282] [PI] No function calls found in response
[2025-10-02T03:24:51.752714] [PI] No more function calls - research complete
[2025-10-02T03:24:51.755650] Saving text to bench_final/run1/medmcqa/medmcqa_3274/pi_final_answer.txt
[2025-10-02T03:24:51.781391] [QUERYOME] Query completed successfully
