[2025-10-01T22:19:17.982631] [QUERYOME] Starting research for query 1013: '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:
Which of these statements is true about Rashtriya Swasthya Bima Yojana?

Options:
A. Cashless benefit on presenting smacard and fingerprints
B. Valid for up to 4 family members
C. Can be used only in 1 district
D. Treatment only in government hospitals'
[2025-10-01T22:19:18.023972] [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:
Which of these statements is true about Rashtriya Swasthya Bima Yojana?

Options:
A. Cashless benefit on presenting smacard and fingerprints
B. Valid for up to 4 family members
C. Can be used only in 1 district
D. Treatment only in government hospitals'
[2025-10-01T22:19:18.025945] Saving text to bench_final/run1/medmcqa/medmcqa_2573/pi_initial_prompt.txt
[2025-10-01T22:19:18.030818] [PI] Calling o3 for initial analysis...
[2025-10-01T22:19:28.345695] [PI] Reasoning iteration 1
[2025-10-01T22:19:28.347309] [PI reasoning] **Evaluating RSBY options**

I'm looking at the Rashtriya Swasthya Bima Yojana (RSBY), which is India's health insurance for Below Poverty Line families. The options to evaluate are: A - Cashless benefit with a smart card and fingerprints, B - Valid for up to 4 family members, C - Only usable in one district, and D - Treatment only in government hospitals. RSBY provides coverage for up to 5 family members and cashless treatment at any empanelled hospital, not limited to just one district.
[2025-10-01T22:19:28.349206] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:19:28.351021] [PI] Function arguments: {'query': 'Rashtriya Swasthya Bima Yojana cashless benefit smart card fingerprint authentication', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T22:19:28.352419] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T22:19:28.913781] [PI] Function hybrid_search executed successfully
[2025-10-01T22:19:28.916327] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T22:19:28.921957] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:19:31.921658] [PI] Reasoning iteration 2
[2025-10-01T22:19:31.922528] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:19:31.924484] [PI] Function arguments: {'query': 'RSBY smart card biometric fingerprint cashless', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T22:19:31.926153] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T22:19:32.445763] [PI] Function hybrid_search executed successfully
[2025-10-01T22:19:32.447505] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T22:19:32.451680] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:19:35.554143] [PI] Reasoning iteration 3
[2025-10-01T22:19:35.556026] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:19:35.557507] [PI] Function arguments: {'query': 'Rashtriya Swasthya Bima Yojana smart card based biometric fingerprint authentication for cashless hospitalization', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T22:19:35.558955] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T22:19:35.999672] [PI] Function hybrid_search executed successfully
[2025-10-01T22:19:36.008387] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T22:19:36.014188] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:19:41.960400] [PI] Reasoning iteration 4
[2025-10-01T22:19:41.961260] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:19:41.963187] [PI] Function arguments: {'query': 'RSBY biometric smart card fingerprint authentication beneficiary enrolment', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T22:19:41.963923] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T22:19:42.778943] [PI] Function hybrid_search executed successfully
[2025-10-01T22:19:42.781285] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T22:19:42.786386] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:19:48.238395] [PI] Reasoning iteration 5
[2025-10-01T22:19:48.239099] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:19:48.241256] [PI] Function arguments: {'query': 'cashless hospitalization RSBY smart card', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T22:19:48.243128] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-01T22:19:48.684278] [PI] Function hybrid_search executed successfully
[2025-10-01T22:19:48.686038] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-01T22:19:48.707802] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:19:55.764956] [PI] Reasoning iteration 6
[2025-10-01T22:19:55.767277] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:19:55.768541] [PI] Function arguments: {'query': 'smart-card centred programme RSBY fingerprint', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T22:19:55.769756] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_6_tool_call_2_hybrid_search.json
[2025-10-01T22:19:56.312108] [PI] Function hybrid_search executed successfully
[2025-10-01T22:19:56.313526] Saving JSON to bench_final/run1/medmcqa/medmcqa_2573/pi_iteration_6_tool_result_2_hybrid_search.json
[2025-10-01T22:19:56.320773] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:20:02.633246] [PI] Reasoning iteration 7
[2025-10-01T22:20:02.634851] [PI] No function calls found in response
[2025-10-01T22:20:02.636581] [PI] No more function calls - research complete
[2025-10-01T22:20:02.638505] Saving text to bench_final/run1/medmcqa/medmcqa_2573/pi_final_answer.txt
[2025-10-01T22:20:02.654479] [QUERYOME] Query completed successfully
