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The full model , which included HLA information from the class II loci DPB1 , DRB1 , DQB1 , selected alleles from HLA class I loci A and B , and SNPs from the CTLA4 and INS genes , increased the AUC to 0 . 74 in the discovery set and to 0 . 71 in the validation set .
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Please list all entity words in the text that fit the category.Output format is "type1: word1; type2: word2". 
Option: Chemical 
Text: {0} 
Answer:
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