The task of PubMedQA is to answer research questions with yes/no/maybe (e.g.: Do preoperative statins reduce atrial fibrillation after coronary artery bypass grafting? ) using the corresponding abstracts.
For more details about PubMedQA, please refer to this paper:
PubMedQA Paper (EMNLP'19)