[2025-09-30T04:48:18.089114] [QUERYOME] Starting research for query 485: '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:
Antischkow cells are present in all of the following conditions except 

Options:
{'A': 'Sickle cell anaemia', 'B': 'Iron deficiency anaemia', 'C': 'Apthous ulcer', 'D': 'herpes simplex'}'
[2025-09-30T04:48:18.211692] [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:
Antischkow cells are present in all of the following conditions except 

Options:
{'A': 'Sickle cell anaemia', 'B': 'Iron deficiency anaemia', 'C': 'Apthous ulcer', 'D': 'herpes simplex'}'
[2025-09-30T04:48:18.212868] Saving text to bench_final/run1/medmcqa/medmcqa_484/pi_initial_prompt.txt
[2025-09-30T04:48:18.220995] [PI] Calling o3 for initial analysis...
[2025-09-30T04:48:28.085681] [PI] Reasoning iteration 1
[2025-09-30T04:48:28.087568] [PI reasoning] **Analyzing Antischkow cells**

The user is asking about Antischkow cells, which are macrophages with a distinct "caterpillar" nucleus, typically seen in conditions like rheumatic heart disease or Aschoff bodies. I need to clarify if they're also associated with oral lesions like aphthous ulcers or herpes simplex. The options are sickle cell anemia, iron deficiency anemia, aphthous ulcer, and herpes simplex. It seems Antischkow cells might not relate to all these conditions. Let's pinpoint which doesn't match.
[2025-09-30T04:48:28.089143] [PI] Executing function call 1: hybrid_search
[2025-09-30T04:48:28.091709] [PI] Function arguments: {'query': 'Anitschkow cells sickle cell anemia oral mucosa caterpillar nucleus', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T04:48:28.093655] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T04:49:17.276689] [PI] Function hybrid_search executed successfully
[2025-09-30T04:49:17.288638] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T04:49:17.295952] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T04:49:22.463591] [PI] Reasoning iteration 2
[2025-09-30T04:49:22.465994] [PI] Executing function call 1: hybrid_search
[2025-09-30T04:49:22.467744] [PI] Function arguments: {'query': 'Anitschkow cells iron deficiency anaemia oral mucosa', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T04:49:22.469527] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T04:50:08.334022] [PI] Function hybrid_search executed successfully
[2025-09-30T04:50:08.336514] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T04:50:08.347834] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T04:50:11.286258] [PI] Reasoning iteration 3
[2025-09-30T04:50:11.287938] [PI] Executing function call 1: hybrid_search
[2025-09-30T04:50:11.289617] [PI] Function arguments: {'query': 'Anitschkow cells aphthous ulcer', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T04:50:11.292094] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-30T04:50:50.488505] [PI] Function hybrid_search executed successfully
[2025-09-30T04:50:50.491147] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-30T04:50:50.497906] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T04:50:57.846356] [PI] Reasoning iteration 4
[2025-09-30T04:50:57.847975] [PI] Executing function call 1: hybrid_search
[2025-09-30T04:50:57.851748] [PI] Function arguments: {'query': 'Tzanck cells herpes simplex diagnosis cytology smear', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T04:50:57.853308] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-09-30T04:51:54.733506] [PI] Function hybrid_search executed successfully
[2025-09-30T04:51:54.736372] Saving JSON to bench_final/run1/medmcqa/medmcqa_484/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-09-30T04:51:54.747530] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T04:52:00.986952] [PI] Reasoning iteration 5
[2025-09-30T04:52:00.991484] [PI] No function calls found in response
[2025-09-30T04:52:00.993134] [PI] No more function calls - research complete
[2025-09-30T04:52:00.996040] Saving text to bench_final/run1/medmcqa/medmcqa_484/pi_final_answer.txt
[2025-09-30T04:52:01.012653] [QUERYOME] Query completed successfully
