[2025-09-30T08:54:11.439725] [QUERYOME] Starting research for query 604: '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 20 years old woman has been brought to casualty with BP 70/40 mm Hg, pulse rate 120/min. and a positive urine pregnancy test. She should be managed by: 

Options:
{'A': 'Immediate laparotomy', 'B': 'Laparoscopy', 'C': 'Culdocentesis', 'D': 'Resuscitation and Medical management'}'
[2025-09-30T08:54:11.542228] [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 20 years old woman has been brought to casualty with BP 70/40 mm Hg, pulse rate 120/min. and a positive urine pregnancy test. She should be managed by: 

Options:
{'A': 'Immediate laparotomy', 'B': 'Laparoscopy', 'C': 'Culdocentesis', 'D': 'Resuscitation and Medical management'}'
[2025-09-30T08:54:11.544045] Saving text to bench_final/run1/medmcqa/medmcqa_603/pi_initial_prompt.txt
[2025-09-30T08:54:11.552260] [PI] Calling o3 for initial analysis...
[2025-09-30T08:54:16.427871] [PI] Reasoning iteration 1
[2025-09-30T08:54:16.429435] [PI] Executing function call 1: hybrid_search
[2025-09-30T08:54:16.432024] [PI] Function arguments: {'query': 'ruptured ectopic pregnancy hemodynamically unstable immediate laparotomy management', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-30T08:54:16.433718] Saving JSON to bench_final/run1/medmcqa/medmcqa_603/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T08:54:53.689194] [PI] Function hybrid_search executed successfully
[2025-09-30T08:54:53.692014] Saving JSON to bench_final/run1/medmcqa/medmcqa_603/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T08:54:53.709422] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T08:54:58.462298] [PI] Reasoning iteration 2
[2025-09-30T08:54:58.463617] [PI reasoning] **Exploring surgical guidelines**

There's evidence that supports surgical treatment for unstable patients, and some literature points out that laparoscopy can be used even if they're unstable. However, widely accepted guidelines, especially in resource-limited settings, emphasize immediate laparotomy. I'm curious which exam this might relate to—perhaps the Indian medical exam where immediate laparotomy is the textbook answer? I should gather the relevant guidelines to clarify this further.
[2025-09-30T08:54:58.465274] [PI] Executing function call 1: hybrid_search
[2025-09-30T08:54:58.467913] [PI] Function arguments: {'query': 'hemodynamically unstable ruptured ectopic pregnancy immediate laparotomy recommendation', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T08:54:58.469383] Saving JSON to bench_final/run1/medmcqa/medmcqa_603/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T08:55:26.065564] [PI] Function hybrid_search executed successfully
[2025-09-30T08:55:26.068656] Saving JSON to bench_final/run1/medmcqa/medmcqa_603/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T08:55:26.088235] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T08:55:32.943557] [PI] Reasoning iteration 3
[2025-09-30T08:55:32.948082] [PI] No function calls found in response
[2025-09-30T08:55:32.949766] [PI] No more function calls - research complete
[2025-09-30T08:55:32.953981] Saving text to bench_final/run1/medmcqa/medmcqa_603/pi_final_answer.txt
[2025-09-30T08:55:32.961894] [QUERYOME] Query completed successfully
