In this task, you are given a sentence from the research paper and your task is to classify the given sentence into the following categories: Background (Why is this problem important? What relevant works have been created before? What is still missing in the previous works? What are the high-level research questions? How might this help other research or researchers?), Purpose (What specific things do the researchers want to do? What specific knowledge do the researchers want to gain? What specific hypothesis do the researchers want to test?), Method (How did the researchers do the work or find what they sought? What are the procedures and steps of the research?), or Finding (What did the researchers find out? Did the proposed methods work? Did the thing behave as the researchers expected?). 

Ex Input:
Since then , researchers have conducted numerous in vitro and in vivo studies that consistently confirmed the antidiabetic activity of banaba.

Ex Output:
background


Ex Input:
This protocol describes how to determine whether CNS protection observed after drug intervention is a consequence of attenuating CNS-infiltrating immune cells or blocking death of CNS cells during inflammatory insults.

Ex Output:
purpose


Ex Input:
Furthermore , the oxygenation index in the survival group was significantly higher when compared with that in the fatality group.

Ex Output:

finding