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. 2022 Jan 18;12:944. doi: 10.1038/s41598-021-04731-5

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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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Features importance (Top 10): (i) body mass index, (ii) the number of days that the government sets restrictions on requiring facial coverings outside the home at all times, (iii) restrictions on gatherings 4.0, (iv) screened foreign travelers on international travel, (v) diabetes prevalence, (vi) restrictions on gatherings 2.5, (vii) LRI rate, (viii) UV radiation, (ix) PM2.5 air pollution, and (x) GHS index.