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. 2021 May 7;4:78. doi: 10.1038/s41746-021-00445-0

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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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 3 — a Shows the summary plot of the contribution of all 18 variables in the final model. Each point corresponds to one patient, while color corresponds to the value of the variable, with the spectrum from blue to pink associated with low to high values. b Shows variables in order of their importance, where importance of a variable is defined by the average of the absolute SHAP values. Variable types are denoted as rad: radiology report and lab: laboratory value.