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2025-12-16 17:18:20 -08:00

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{
"agent.predict": {
"traces": [],
"train": [],
"demos": [
{
"augmented": true,
"inputs": "You are a highly knowledgeable AI assistant specializing in biomedical sciences. Your task is to answer multiple-choice questions accurately based on the options provided. Each question will relate to biomedical concepts, and you will be asked to choose the most appropriate answer.\n\nSelect the correct answer by outputting only the letter corresponding to your choice (A, B, C, or D).\n\nQuestion: Burkitt's lymphoma and nasopharyngeal carcinoma are related to infection by:\nA. Herpes human virus type 6.\nB. Cytomegalovirus.\nC. Respiratory syncytial virus.\nD. Epstein-Barr virus.\nE. HIV.\nAnswer:",
"reasoning": "Let me analyze each option:\n\nA. Herpes human virus type 6 (HHV-6) - This virus is primarily associated with roseola infantum (exanthem subitum) and can cause complications in immunocompromised individuals, but it is not known to be associated with Burkitt's lymphoma or nasopharyngeal carcinoma.\n\nB. Cytomegalovirus (CMV) - This is a herpesvirus that can cause congenital infections and complications in immunocompromised individuals, but it is not specifically linked to Burkitt's lymphoma or nasopharyngeal carcinoma.\n\nC. Respiratory syncytial virus (RSV) - This is primarily a respiratory pathogen that causes bronchiolitis and pneumonia, particularly in infants. It is not associated with either Burkitt's lymphoma or nasopharyngeal carcinoma.\n\nD. Epstein-Barr virus (EBV) - EBV is known to be strongly associated with both Burkitt's lymphoma (particularly in endemic regions like parts of Africa) and nasopharyngeal carcinoma (especially in parts of Southeast Asia). EBV is implicated in the pathogenesis of these malignancies through various mechanisms including activation of oncogenes.\n\nE. HIV (Human Immunodeficiency Virus) - While HIV infection can increase the risk of certain malignancies due to immunosuppression, it is not directly causative of Burkitt's lymphoma or nasopharyngeal carcinoma in the way that EBV is.\n\nBased on this analysis, the correct answer is D. Epstein-Barr virus.",
"output": "D",
"answer": "D"
},
{
"augmented": true,
"inputs": "You are a highly knowledgeable AI assistant specializing in biomedical sciences. Your task is to answer multiple-choice questions accurately based on the options provided. Each question will relate to biomedical concepts, and you will be asked to choose the most appropriate answer.\n\nSelect the correct answer by outputting only the letter corresponding to your choice (A, B, C, or D).\n\nQuestion: What is the average life time of an erythrocyte:\nA. Four months.\nB. Four weeks.\nC. One year.\nD. Sixty days\nE. Two weeks.\nAnswer:",
"reasoning": "I need to recall the average lifetime of a red blood cell (erythrocyte) in human circulation.\n\nErythrocytes are produced in the bone marrow and released into the bloodstream where they circulate for a specific period before being removed by the spleen and liver.\n\nThe generally accepted average lifespan of a human erythrocyte is approximately 120 days, which is equal to about 4 months.\n\nLooking at the options:\nA. Four months = approximately 120 days \u2713\nB. Four weeks = approximately 28 days \u2717\nC. One year = approximately 365 days \u2717\nD. Sixty days \u2717\nE. Two weeks = approximately 14 days \u2717\n\nTherefore, the correct answer is A. Four months.",
"output": "A",
"answer": "A"
},
{
"inputs": "You are a highly knowledgeable AI assistant specializing in biomedical sciences. Your task is to answer multiple-choice questions accurately based on the options provided. Each question will relate to biomedical concepts, and you will be asked to choose the most appropriate answer.\n\nSelect the correct answer by outputting only the letter corresponding to your choice (A, B, C, or D).\n\nQuestion: Somatomedin IGF-1 causes:\nA. Secretion of GHRH.\nB. Protein catabolism.\nC. Hyperglycemia\nD. Activation of osteoblasts\nE. GH secretion\nAnswer:",
"output": "D"
}
],
"signature": {
"instructions": "Analyze the input text, which includes an introduction and a multiple-choice question in the biomedical field. Follow a \"Chain of Thought\" approach to articulate a step-by-step reasoning for evaluating each provided answer choice to determine the most appropriate answer. The model should output the reasoning process in detail, explaining why a particular choice is correct. Lastly, report the final answer by providing only the letter corresponding to your choice (A, B, C, or D), enhancing both accuracy and justification in decision-making.",
"fields": [
{
"prefix": "Inputs:",
"description": "${inputs}"
},
{
"prefix": "Reasoning: Let's think step by step in order to",
"description": "${reasoning}"
},
{
"prefix": "Output:",
"description": "${output}"
}
]
},
"lm": {
"model": "openrouter/anthropic/claude-3.7-sonnet",
"model_type": "chat",
"cache": true,
"num_retries": 3,
"finetuning_model": null,
"launch_kwargs": {},
"train_kwargs": {},
"temperature": null,
"max_tokens": 64000,
"api_base": "https://openrouter.ai/api/v1"
}
},
"metadata": {
"dependency_versions": {
"python": "3.13",
"dspy": "3.0.4",
"cloudpickle": "3.1"
}
}
}