[2025-10-01T06:29:22.774983] [QUERYOME] Starting research for query 1255: '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:
In a middle aged female swelling that presents in the midline of neck is most likely originating from: 

Options:
{'A': 'Larynx', 'B': 'Trachea', 'C': 'Thyroid', 'D': 'Hyoid'}'
[2025-10-01T06:29:22.822650] [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:
In a middle aged female swelling that presents in the midline of neck is most likely originating from: 

Options:
{'A': 'Larynx', 'B': 'Trachea', 'C': 'Thyroid', 'D': 'Hyoid'}'
[2025-10-01T06:29:22.825046] Saving text to bench_final/run1/medmcqa/medmcqa_1254/pi_initial_prompt.txt
[2025-10-01T06:29:22.832385] [PI] Calling o3 for initial analysis...
[2025-10-01T06:29:27.414085] [PI] Reasoning iteration 1
[2025-10-01T06:29:27.416868] [PI] Executing function call 1: hybrid_search
[2025-10-01T06:29:27.419723] [PI] Function arguments: {'query': 'midline neck swelling thyroid common adult goitre middle aged female midline neck mass', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T06:29:27.422927] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T06:30:02.469817] [PI] Function hybrid_search executed successfully
[2025-10-01T06:30:02.472645] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T06:30:02.482247] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:30:08.553674] [PI] Reasoning iteration 2
[2025-10-01T06:30:08.555384] [PI] Executing function call 1: hybrid_search
[2025-10-01T06:30:08.559268] [PI] Function arguments: {'query': 'goitre common midline neck swelling adult female', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T06:30:08.562379] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T06:30:31.418246] [PI] Function hybrid_search executed successfully
[2025-10-01T06:30:31.420331] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T06:30:31.428755] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:30:36.560600] [PI] Reasoning iteration 3
[2025-10-01T06:30:36.563529] [PI reasoning] **Gathering evidence on neck swellings**

I'm evaluating search results that show goitre, but I'm also seeing mentions of thyroglossal duct cysts and thyroid issues. I wonder which is more likely for a middle-aged female. The standard answer seems to suggest "thyroid." So, I’ll focus on collecting evidence—maybe look for case studies or reviews discussing midline neck swelling where goitre is prevalent. It’s interesting to dig deeper into this, especially to confirm my assumptions!
[2025-10-01T06:30:36.565335] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-01T06:30:36.574679] [PI] Function arguments: {'query': 'Goiter common midline neck swelling adult', 'k': 10}
[2025-10-01T06:30:36.577655] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_3_tool_call_2_bm25_mesh_terms_search.json
[2025-10-01T06:30:37.367057] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-01T06:30:37.368658] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_3_tool_result_2_bm25_mesh_terms_search.json
[2025-10-01T06:30:37.386838] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:30:44.295056] [PI] Reasoning iteration 4
[2025-10-01T06:30:44.297878] [PI] Executing function call 1: hybrid_search
[2025-10-01T06:30:44.299586] [PI] Function arguments: {'query': 'multinodular goitre midline neck swelling', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T06:30:44.312196] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T06:31:23.076880] [PI] Function hybrid_search executed successfully
[2025-10-01T06:31:23.078672] Saving JSON to bench_final/run1/medmcqa/medmcqa_1254/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T06:31:23.089392] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:31:30.939517] [PI] Reasoning iteration 5
[2025-10-01T06:31:30.942569] [PI] No function calls found in response
[2025-10-01T06:31:30.944214] [PI] No more function calls - research complete
[2025-10-01T06:31:30.946792] Saving text to bench_final/run1/medmcqa/medmcqa_1254/pi_final_answer.txt
[2025-10-01T06:31:30.951993] [QUERYOME] Query completed successfully
