[2025-10-02T00:11:39.906026] [QUERYOME] Starting research for query 1269: '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:
Raised serum alkaline phosphatase is seen in all except:

Options:
A. Pagets disease
B. Multiple myeloma
C. Osteomalacia
D. Hyperthyroidism'
[2025-10-02T00:11:39.943036] [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:
Raised serum alkaline phosphatase is seen in all except:

Options:
A. Pagets disease
B. Multiple myeloma
C. Osteomalacia
D. Hyperthyroidism'
[2025-10-02T00:11:39.944965] Saving text to bench_final/run1/medmcqa/medmcqa_2829/pi_initial_prompt.txt
[2025-10-02T00:11:39.949741] [PI] Calling o3 for initial analysis...
[2025-10-02T00:11:45.148051] [PI] Reasoning iteration 1
[2025-10-02T00:11:45.150252] [PI reasoning] **Analyzing serum alkaline phosphatase levels**

I need to find out which condition does not show raised serum alkaline phosphatase (ALP). Looking at the options: Paget disease, multiple myeloma, osteomalacia, and hyperthyroidism, I know that ALP levels increase due to bone-building activity. Conditions like Paget disease, osteomalacia, and hyperthyroidism typically show elevated ALP. However, in multiple myeloma, ALP is usually normal or low due to more bone resorption without osteoblastic activity. So, the answer is B, multiple myeloma. Let me check for quick references!
[2025-10-02T00:11:45.151886] [PI] Executing function call 1: hybrid_search
[2025-10-02T00:11:45.154388] [PI] Function arguments: {'query': 'alkaline phosphatase levels multiple myeloma normal', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T00:11:45.156402] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T00:11:46.290121] [PI] Function hybrid_search executed successfully
[2025-10-02T00:11:46.292329] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T00:11:46.305803] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T00:11:49.576227] [PI] Reasoning iteration 2
[2025-10-02T00:11:49.577700] [PI] Executing function call 1: hybrid_search
[2025-10-02T00:11:49.580266] [PI] Function arguments: {'query': 'raised alkaline phosphatase hyperthyroidism bone turnover', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T00:11:49.583065] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T00:11:50.966703] [PI] Function hybrid_search executed successfully
[2025-10-02T00:11:50.969414] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T00:11:50.975709] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T00:11:57.761030] [PI] Reasoning iteration 3
[2025-10-02T00:11:57.762606] [PI reasoning] **Exploring ALP in conditions**

I’m looking at how ALP is impacted across different conditions. It seems that ALP levels rise in hyperthyroidism due to increased bone turnover and in osteomalacia due to a defect in bone mineralization. Paget disease shows high ALP levels as well, but interestingly, multiple myeloma typically has a normal ALP level. I’ll gather supporting articles for Paget disease and osteomalacia, but I want to focus on finding evidence of low ALP in multiple myeloma.
[2025-10-02T00:11:57.765491] [PI] Executing function call 1: hybrid_search
[2025-10-02T00:11:57.767278] [PI] Function arguments: {'query': 'osteomalacia serum alkaline phosphatase elevated', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T00:11:57.769499] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T00:11:59.391404] [PI] Function hybrid_search executed successfully
[2025-10-02T00:11:59.393199] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T00:11:59.404583] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T00:12:05.336601] [PI] Reasoning iteration 4
[2025-10-02T00:12:05.338210] [PI] Executing function call 1: hybrid_search
[2025-10-02T00:12:05.340710] [PI] Function arguments: {'query': 'Paget disease alkaline phosphatase markedly elevated', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T00:12:05.342503] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-02T00:12:05.910001] [PI] Function hybrid_search executed successfully
[2025-10-02T00:12:05.911669] Saving JSON to bench_final/run1/medmcqa/medmcqa_2829/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-02T00:12:05.931168] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T00:12:14.892668] [PI] Reasoning iteration 5
[2025-10-02T00:12:14.895000] [PI] No function calls found in response
[2025-10-02T00:12:14.896642] [PI] No more function calls - research complete
[2025-10-02T00:12:14.898947] Saving text to bench_final/run1/medmcqa/medmcqa_2829/pi_final_answer.txt
[2025-10-02T00:12:14.929428] [QUERYOME] Query completed successfully
