About the Authors
- Tatiana Shashkova
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Affiliations Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia, Moscow Institute of Physics and Technology, Institutskiy pereulok 9, Dolgoprudny, 141700, Russian Federation
- Anna Popenko
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Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia
- Alexander Tyakht
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Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia
- Kirill Peskov
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Affiliation “M&S Decisions” LLC, Narishkinskaya alleya, 5, Moscow, 125167, Russian Federation
- Yuri Kosinsky
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Affiliation “M&S Decisions” LLC, Narishkinskaya alleya, 5, Moscow, 125167, Russian Federation
- Lev Bogolubsky
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Affiliation Yandex LLC 16 Leo Tolstoy St., Moscow, 119021, Russian Federation
- Andrei Raigorodskii
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Affiliation Yandex LLC 16 Leo Tolstoy St., Moscow, 119021, Russian Federation
- Dmitry Ischenko
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Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia
- Dmitry Alexeev
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* E-mail: alexeev@niifhm.ru
Affiliations Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia, Moscow Institute of Physics and Technology, Institutskiy pereulok 9, Dolgoprudny, 141700, Russian Federation
- Vadim Govorun
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Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia
Competing Interests
"M&S Decisions" LLC and Yandex LLC provided support in the form of salaries for authors KP, YK, LB,AR, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the 'author contributions' section. The authors have declared that no competing interests exist. "M&S Decisions" LLC and Yandex LLC have declared that no competing interests exist along with any other relevant declarations relating to employment, consultancy, patents, products in development, marketed products, etc. This does not alter the authors' adherence to PLOS ONE policies on sharing data and materials.
Author Contributions
Conceived and designed the experiments: TS DA AT AP DI. Performed the experiments: TS AP LB. Analyzed the data: TS LB AT. Contributed reagents/materials/analysis tools: AR VG. Wrote the paper: TS KP YK LB DA VG AT AP.