TASK DEFINITION: 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.
PROBLEM: To evaluate the effects of storage conditions on total protein (TP) and globulin fractions in fresh frozen bovine plasma units prepared and stored for transfusion, TP and globulin fractions were evaluated in fresh plasma and at 1 month and 6 and 12 months after blood collection in plasma stored at −20 ∘ C. Significant differences in concentrations were found in the median concentration of total protein ( = 0.0336), between 0 months and 1 month ( = 0.0108), 0 and 6 months ( = 0.0023), and 0 and 12 months ( = 0.0027), in mean concentration (g/dL) of albumin ( = 0.0394), between 0 months and 1 month ( = 0.0131), 0 and 6 months ( = 0.0035), and 0 and 12 months ( = 0.0038), and beta-2 fraction ( = 0.0401), between 0 and 6 months ( = 0.0401) and 0 and 12 months ( = 0.0230). This study suggests that total gamma globulin concentration in bovine frozen plasma is stable for 12 months at −20 ∘ C. Total protein, ALB, and beta-2 fraction have significantly different concentrations (g/dL) when compared to prestorage. This study has shown IgG protein fraction stability in bovine fresh frozen plasma collected for transfusion; therefore, bovine fresh frozen plasma seems to be suitable for the treatment of hypogammaglobulinemia (failure of passive transfer) in calves when stored for 12 months at −20 ∘ C.

SOLUTION: 1 - purpose, 2 - method, 3 - finding, 4 - finding, 5 - finding, 6 - finding, 7 - finding, 8 - finding, 9 - finding, 10 - finding, 11 - finding, 12 - finding, 13 - finding, 14 - finding, 15 - finding

PROBLEM: Cereal commodities are frequently contaminated with mycotoxins produced by the secondary metabolism of fungal infection. Among these contaminants, deoxynivalenol (DON), also known as vomitoxin, is the most prevalent type B trichothecene mycotoxin worldwide. Pigs are very sensitive to the toxic effects of DON and are frequently exposed to naturally contaminated feed. Recently, DON naturally contaminated feed has been shown to decrease porcine reproductive and respiratory syndrome virus (PRRSV) specific antibody responses following experimental infection. The objective of this study was to determine the impact of DON naturally contaminated feed on the immune response generated following vaccination with PRRSV live attenuated vaccine. Eighteen pigs were randomly divided into three experimental groups of 6 animals based on DON content of the diets (0, 2.5 and 3.5 mg DON/kg). They were fed these rations one week prior to the vaccination and for all the duration of the immune response evaluation. All pigs were vaccinated intra-muscularly with one dose of Ingelvac ® PRRSV modified live vaccine (MLV). Blood samples were collected at day −1, 6, 13, 20, 27 and 35 post vaccination (pv) and tested for PRRSV RNA by RT-qPCR and for virus specific antibodies by ELISA. Results showed that ingestion of DON-contaminated diets significantly decreased PRRSV viremia. All pigs fed control diet were viremic while only 1 (17%) and 3 (50%) out of 6 pigs were viremic in the groups receiving 3.5 and 2.5 mg of DON/kg, respectively. Subsequently, all pigs fed control diet developed PRRSV specific antibodies while only viremic pigs that were fed contaminated diets have developed PRRSV specific antibodies. These results suggest that feeding pigs with DON-contaminated diet could inhibit vaccination efficiency of PRRSV MLV by severely impairing viral replication.

SOLUTION: 1 - background, 2 - background, 3 - background, 4 - background, 5 - background, 6 - purpose, 7 - method, 8 - method, 9 - method, 10 - method, 11 - method, 12 - method, 13 - finding, 14 - finding, 15 - finding, 16 - finding

PROBLEM: Incidence was the highest each spring. The odds ratio of the case fatality among pneumococcal/lobar pneumonia patients complicated with empyema to those without was 118 (95% confidence interval 28-492). In conclusion, the populationbased incidences of pneumococcal/lobar pneumonia and empyema among children under five in Taiwan were 44.9 and 10.5 episodes per 100,000 children-year, respectively, and 4-to 5-year-old children had the highest incidences of both pneumococcal/lobar pneumonia and empyema. This population might benefit from a universal pneumococcal vaccination program which might cover about 70% of invasive pneumococcal diseases in Taiwanese children under 5 years old.

SOLUTION:
1 - finding, 2 - finding, 3 - finding, 4 - finding, 5 - finding

