[2025-10-02T07:21:31.087256] [QUERYOME] Starting research for query 2238: '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:
The cannula infuse maximum fluids in dehydration and diarrhea is

Options:
A. Grey
B. Green
C. Pink
D. Blue'
[2025-10-02T07:21:31.152534] [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:
The cannula infuse maximum fluids in dehydration and diarrhea is

Options:
A. Grey
B. Green
C. Pink
D. Blue'
[2025-10-02T07:21:31.154592] Saving text to bench_final/run1/medmcqa/medmcqa_3798/pi_initial_prompt.txt
[2025-10-02T07:21:31.161281] [PI] Calling o3 for initial analysis...
[2025-10-02T07:21:36.312223] [PI] Reasoning iteration 1
[2025-10-02T07:21:36.313872] [PI] Executing function call 1: hybrid_search
[2025-10-02T07:21:36.316301] [PI] Function arguments: {'query': 'IV cannula color code grey 16G flow rate 196', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-02T07:21:36.318122] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T07:21:37.307848] [PI] Function hybrid_search executed successfully
[2025-10-02T07:21:37.311161] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T07:21:37.332332] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T07:21:40.783750] [PI] Reasoning iteration 2
[2025-10-02T07:21:40.786193] [PI] Executing function call 1: bm25_author_keywords_search
[2025-10-02T07:21:40.788340] [PI] Function arguments: {'query': 'grey 16 gauge iv cannula color code', 'k': 10}
[2025-10-02T07:21:40.790590] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_2_tool_call_2_bm25_author_keywords_search.json
[2025-10-02T07:21:41.298989] [PI] Function bm25_author_keywords_search executed successfully
[2025-10-02T07:21:41.310887] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_2_tool_result_2_bm25_author_keywords_search.json
[2025-10-02T07:21:41.318444] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T07:21:46.143018] [PI] Reasoning iteration 3
[2025-10-02T07:21:46.145673] [PI] Executing function call 1: hybrid_search
[2025-10-02T07:21:46.147518] [PI] Function arguments: {'query': '16 gauge cannula grey color code intravenous', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-02T07:21:46.149259] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T07:21:47.489313] [PI] Function hybrid_search executed successfully
[2025-10-02T07:21:47.492402] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T07:21:47.508368] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T07:21:51.377869] [PI] Reasoning iteration 4
[2025-10-02T07:21:51.380763] [PI] Executing function call 1: hybrid_search
[2025-10-02T07:21:51.385898] [PI] Function arguments: {'query': 'intravenous cannula grey 16 gauge color code 14 orange 18 green 20 pink', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-02T07:21:51.387479] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-02T07:21:52.623780] [PI] Function hybrid_search executed successfully
[2025-10-02T07:21:52.626605] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-02T07:21:52.632951] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T07:21:57.111293] [PI] Reasoning iteration 5
[2025-10-02T07:21:57.112751] [PI] Executing function call 1: hybrid_search
[2025-10-02T07:21:57.116103] [PI] Function arguments: {'query': '16G cannula grey colour Tordoff Sweeney 1990', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T07:21:57.117805] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-02T07:21:58.284459] [PI] Function hybrid_search executed successfully
[2025-10-02T07:21:58.287244] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-02T07:21:58.297185] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T07:22:07.218182] [PI] Reasoning iteration 6
[2025-10-02T07:22:07.220532] [PI] Executing function call 1: hybrid_search
[2025-10-02T07:22:07.222193] [PI] Function arguments: {'query': 'flow rate 16G cannula ml/min', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T07:22:07.224127] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_6_tool_call_2_hybrid_search.json
[2025-10-02T07:22:09.337407] [PI] Function hybrid_search executed successfully
[2025-10-02T07:22:09.338973] Saving JSON to bench_final/run1/medmcqa/medmcqa_3798/pi_iteration_6_tool_result_2_hybrid_search.json
[2025-10-02T07:22:09.346197] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T07:22:20.931228] [PI] Reasoning iteration 7
[2025-10-02T07:22:20.932974] [PI] No function calls found in response
[2025-10-02T07:22:20.934679] [PI] No more function calls - research complete
[2025-10-02T07:22:20.936969] Saving text to bench_final/run1/medmcqa/medmcqa_3798/pi_final_answer.txt
[2025-10-02T07:22:20.960738] [QUERYOME] Query completed successfully
