[2025-09-29T22:43:41.114543] [QUERYOME] Starting research for query 313: '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:
Sjogren's syndrome includes all except: 

Options:
{'A': 'Xerostomia', 'B': 'Keratoconjunctivitis', 'C': 'Arthritis', 'D': 'Lymphoma'}'
[2025-09-29T22:43:41.164666] [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:
Sjogren's syndrome includes all except: 

Options:
{'A': 'Xerostomia', 'B': 'Keratoconjunctivitis', 'C': 'Arthritis', 'D': 'Lymphoma'}'
[2025-09-29T22:43:41.168289] Saving text to bench_final/run1/medmcqa/medmcqa_312/pi_initial_prompt.txt
[2025-09-29T22:43:41.172680] [PI] Calling o3 for initial analysis...
[2025-09-29T22:43:48.782128] [PI] Reasoning iteration 1
[2025-09-29T22:43:48.784515] [PI reasoning] **Evaluating Sjögren's syndrome characteristics**

I'm thinking we need to clarify what's included in Sjögren's syndrome. It typically features dry eyes and dry mouth, and while arthritis can be associated, it’s not always the case. The condition is linked to an increased risk of lymphoma. So, when the question asks for what’s "not included," I suspect the answer might be lymphoma, since it's more of a complication than a defining feature. But let me quickly check for confirmation.
[2025-09-29T22:43:48.786104] [PI] Executing function call 1: hybrid_search
[2025-09-29T22:43:48.788517] [PI] Function arguments: {'query': 'Sjogren syndrome increased risk of non-Hodgkin lymphoma complication', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-29T22:43:48.789909] Saving JSON to bench_final/run1/medmcqa/medmcqa_312/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-29T22:44:44.991613] [PI] Function hybrid_search executed successfully
[2025-09-29T22:44:44.993258] Saving JSON to bench_final/run1/medmcqa/medmcqa_312/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-29T22:44:45.011502] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T22:44:48.547691] [PI] Reasoning iteration 2
[2025-09-29T22:44:48.549300] [PI] Executing function call 1: hybrid_search
[2025-09-29T22:44:48.551911] [PI] Function arguments: {'query': 'Sjögren syndrome triad keratoconjunctivitis sicca xerostomia arthritis', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-29T22:44:48.553581] Saving JSON to bench_final/run1/medmcqa/medmcqa_312/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-29T22:45:52.061887] [PI] Function hybrid_search executed successfully
[2025-09-29T22:45:52.067170] Saving JSON to bench_final/run1/medmcqa/medmcqa_312/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-29T22:45:52.074710] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T22:45:57.462643] [PI] Reasoning iteration 3
[2025-09-29T22:45:57.464415] [PI] No function calls found in response
[2025-09-29T22:45:57.466660] [PI] No more function calls - research complete
[2025-09-29T22:45:57.468315] Saving text to bench_final/run1/medmcqa/medmcqa_312/pi_final_answer.txt
[2025-09-29T22:45:57.473067] [QUERYOME] Query completed successfully
