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. 2024 Sep 26;10:e54421. doi: 10.2196/54421

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©Osama Dasa, Chen Bai, Ruba Sajdeya, Stephen E Kimmel, Carl J Pepine, Matthew J Gurka J, Reinhard Laubenbacher, Thomas A Pearson, Mamoun T Mardini. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 26.09.2024.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included.

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SHAP feature importance model results for outcomes of the COVID-19 pandemic (model 3). ADI: area deprivation index; NO2: nitrogen dioxide; PM2.5: particulate matter 2.5; SHAP: Shapley Additive Explanations.