[2025-09-25T12:55:59.021177] [QUERYOME] Starting research for query 390: '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:
Processing fluency effects: can the content and presentation of participant information sheets influence recruitment and participation for an antenatal intervention? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:55:59.093514] [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:
Processing fluency effects: can the content and presentation of participant information sheets influence recruitment and participation for an antenatal intervention? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:55:59.095714] Saving text to bench_final/run1/pubmedqa/pubmedqa_389/pi_initial_prompt.txt
[2025-09-25T12:55:59.099501] [PI] Calling o3 for initial analysis...
[2025-09-25T12:56:03.342047] [PI] Reasoning iteration 1
[2025-09-25T12:56:03.343471] [PI reasoning] **Searching for study conclusions**

I’m needing to find out if the content and presentation of participant information sheets affect recruitment and participation in antenatal interventions. The best way forward is to look for a specific paper on this topic. I’m thinking the answer will boil down to a yes, no, or maybe based on the article’s conclusions. Let’s see what I can discover when I look up the study.
[2025-09-25T12:56:03.345935] [PI] Executing function call 1: hybrid_search
[2025-09-25T12:56:03.347406] [PI] Function arguments: {'query': 'Processing fluency effects can the content and presentation of participant information sheets influence recruitment and participation for an antenatal intervention', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T12:56:03.349013] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_389/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T12:56:06.024009] [PI] Function hybrid_search executed successfully
[2025-09-25T12:56:06.027794] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_389/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T12:56:06.037757] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T12:56:58.742649] [PI] Reasoning iteration 2
[2025-09-25T12:56:58.745952] [PI reasoning] **Summarizing research findings**

I’ve found the paper with PMID 25481573, which discusses how font affects pregnant women's perceptions of intervention complexity. The conclusion suggests that presentation influences perceptions, indicating that how information is formatted could impact ethical recruitment strategies. While the study assessed how font influenced complexity ratings, it didn't directly evaluate recruitment outcomes. However, it seems to support the idea that both content and presentation can affect perceptions, leading to a "yes" answer on the question of influence.
[2025-09-25T12:56:58.747527] [PI] Executing function call 1: hybrid_search
[2025-09-25T12:56:58.751186] [PI] Function arguments: {'query': "25481573 abstract font influenced pregnant women's ratings of intervention complexity processing fluency effects participant information sheets influence recruitment participation", 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-25T12:56:58.753424] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_389/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-25T12:57:00.111533] [PI] Function hybrid_search executed successfully
[2025-09-25T12:57:00.113634] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_389/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-25T12:57:00.121669] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T12:57:08.782755] [PI] Reasoning iteration 3
[2025-09-25T12:57:08.785662] [PI] No function calls found in response
[2025-09-25T12:57:08.787300] [PI] No more function calls - research complete
[2025-09-25T12:57:08.789040] Saving text to bench_final/run1/pubmedqa/pubmedqa_389/pi_final_answer.txt
[2025-09-25T12:57:08.796109] [QUERYOME] Query completed successfully
