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. 2021 Mar 18;11:6305. doi: 10.1038/s41598-021-85802-5

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Operationalization of the word finding subtest of the QAB (WordFind) using four computerized language tasks: picture naming (PN), text reading (TR), auditory naming (AN), and syntax formation (Syn). a correlogram summarizing the results of univariate generalized linear models fitted to each language task and WordFind. Color bar represents each correlation coefficient and crosses indicate non-significant associations (P > 0.05) after corrections for multiple comparisons. b biplot between principal component 1 and 2 (PC1 and PC2) derived from principal components analysis (PCA) on WordFind and the four language tasks. Corresponding loadings are represented by the red arrows.