In this task, you are given a paragraph (from a research paper) and your task is to classify each sentence of the paragraph (assume n sentence) into the following categories: Background, Purpose, Method, Finding/Contribution, or Other. Return the output in this format: 1 - category of sentence 1, 2 - category of sentence 2, ..., n - category of sentence n; where each number indicates the order of the sentence. The categories can be identified using the following questions: 
 Background: - Why is this problem important? - What relevant works have been done before? - What did the previous works miss? - What are the high-level research questions? - How might this help other researchers?
 Purpose: - What specific things do the researchers want to do? - What specific knowledge do the researchers want to know? - What specific hypothesis do the researchers want to test?
 Method: - How did the researchers do it or find it out? - What are the procedures and steps of this research?
 Finding/Contribution: - What did the researchers find out? Did the proposed methods work? - Did things behave as the researchers expected?
Other: put every text fragment that does not fit into any of the categories above here. Put a sentence here if its not in English, is not part of the article, contains numbers and dates, is a caption of a figure or a table, is a formatting error, or you are not sure about it.

Citation: Bédubourg G, Le Strat Y (2017) Evaluation and comparison of statistical methods for early temporal detection of outbreaks: A simulation-based study. PLoS ONE 12(7): e0181227.
1 - other, 2 - other, 3 - other

Streptococcus mutans is a bacterial cause of dental caries that is resistant to bacitracin. The aim of this study was to elucidate the mbrABCD-related bacitracin resistance mechanism of S. mutans. Transcriptome data demonstrated that the expression levels of 33 genes were induced more than twofold by bacitracin. Fourteen genes were selected from the upregulated genes, and defective mutants of these genes were constructed for measurement of their sensitivity to bacitracin. Among the mutants, only the mbrA-or mbrB-deficient mutants exhibited 100-to 121-fold greater sensitivity to bacitracin when compared with the wild-type strain. Moreover, knockout of the mbrC and mbrD genes abolished the bacitracin-induced mbrAB upregulation. These results suggest that both mbrC and mbrD are required for mbrAB upregulation that confers the bacitracinresistant phenotype on S. mutans.
1 - background, 2 - purpose, 3 - finding, 4 - method, 5 - method, 6 - finding, 7 - finding, 8 - finding

Objectives: 1) To compare the 2-year completed suicide and reattempt rates in a preintervention group of Hong Kong Chinese suicide attempters (aged 65 years and older) who received standard care and a postintervention group enrolled in a regional elderly suicide prevention program (ESPP) that adopts a two-tiered multifaceted care management model and 2) to examine the trend of suicide rates in older adults aged 65 years and older in the pre-and postintervention periods. Design: The first part is an observational cohort study with baseline, follow-up, and outcome data being identified from a clinical electronic registry. The second part examines changes in suicide rates from official mortality statistics. Setting: A government-funded suicide intervention program serving catchment population (852,796 people aged 65 years and older) in Hong Kong, China. Participants: Suicide attempters (aged 65 years and older) presenting to old-age psychiatric service in the pre-and postintervention phases. Measurements: 1) Two-year rates of completed suicide and suicide reattempt and 2) changes in population suicide rates in the pre-and postintervention periods. Results: The 2-year completed suicide rate was 7.58% in the preintervention group (N = 66) and 1.99% in the ESPP group (N = 351) χ 2 = 6.192; p value: 0.028; df = 1). Reattempt rates were not different. At a population level, suicide rate dropped significantly only in women aged 85 years and older, relative to the preintervention period. Conclusions: The ESPP was associated with a reduced rate of completed suicide in old-age suicide attempters and might have contributed to a fall of suicide rate in women aged 85 years and older. (Am J Geriatr Psychiatry 2011; 19:1-12) 

1 - purpose, 2 - method, 3 - method, 4 - method, 5 - method, 6 - method, 7 - method, 8 - finding, 9 - finding, 10 - finding, 11 - finding, 12 - finding, 13 - other