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. 2022 Feb 16;12:2630. doi: 10.1038/s41598-022-05822-7

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© The Author(s) 2022

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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20 features with highest mean absolute SHAP values. Features (rows) are ordered in decreasing overall importance to the prediction. The plot for each feature shows the SHAP value for each observation on the x-axis, with color representing the value of the feature from low (blue) to high (red). The absolute value indicates the extent of the contribution of the feature, while its sign indicates whether the contribution is positive or negative. SD: standard deviation; /: the ratio between two features. 24 h,72 h: time windows within the statistic was computed. If not mentioned, the statistics is calculated on the entire hospitalization period so far.