[2025-09-25T11:04:04.237524] [QUERYOME] Starting research for query 65: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Quality of life in lung cancer patients: does socioeconomic status matter? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:04:04.328078] [PI] Starting research for query: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Quality of life in lung cancer patients: does socioeconomic status matter? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:04:04.329660] Saving text to bench_final/run1/pubmedqa/pubmedqa_64/pi_initial_prompt.txt
[2025-09-25T11:04:04.335262] [PI] Calling o3 for initial analysis...
[2025-09-25T11:04:11.150506] [PI] Reasoning iteration 1
[2025-09-25T11:04:11.154155] [PI reasoning] **Researching socioeconomic status and quality of life**

I'm looking into a specific question: "Quality of life in lung cancer patients: does socioeconomic status matter?" The goal is to find an article on PubMed that addresses this directly. I’m thinking that the study will likely conclude that socioeconomic status does have an impact on the quality of life for these patients. I’ll proceed with the search to verify this and see what the evidence says. Let’s get started!
[2025-09-25T11:04:11.155658] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:04:11.159500] [PI] Function arguments: {'query': 'Quality of life in lung cancer patients: does socioeconomic status matter?', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:04:11.161574] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_64/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T11:04:12.419723] [PI] Function hybrid_search executed successfully
[2025-09-25T11:04:12.421599] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_64/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T11:04:12.429633] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:04:30.879864] [PI] Reasoning iteration 2
[2025-09-25T11:04:30.881570] [PI] No function calls found in response
[2025-09-25T11:04:30.884381] [PI] No more function calls - research complete
[2025-09-25T11:04:30.886487] Saving text to bench_final/run1/pubmedqa/pubmedqa_64/pi_final_answer.txt
[2025-09-25T11:04:30.891244] [QUERYOME] Query completed successfully
