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. 2022 Sep 7;12:15147. doi: 10.1038/s41598-022-18912-3

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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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Patient characteristics associated with the willingness regarding recommended standard vaccinations and SARS-CoV-2 vaccinations. The coloured elements show the significant positive (green) or negative (red) associations of socio-demographic, clinical variables, personality traits, psychopathological variables, as well as traumatic impact with the willingness regarding (1) recommended standard vaccinations and (2) SARS-CoV-2 vaccination during the baseline investigation and the two follow-ups. CIS Clinically isolated syndrome, MS Multiple Sclerosis, PPMS Primary progressive MS, RRMS Relapsing remitting MS, SARS-CoV-2 severe acute respiratory syndrome coronavirus 2, SPMS Secondary progressive MS.