About the Authors

Tatiana Shashkova

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

Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia

Alexander Tyakht

Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia

Kirill Peskov

Affiliation “M&S Decisions” LLC, Narishkinskaya alleya, 5, Moscow, 125167, Russian Federation

Yuri Kosinsky

Affiliation “M&S Decisions” LLC, Narishkinskaya alleya, 5, Moscow, 125167, Russian Federation

Lev Bogolubsky

Affiliation Yandex LLC 16 Leo Tolstoy St., Moscow, 119021, Russian Federation

Andrei Raigorodskii

Affiliation Yandex LLC 16 Leo Tolstoy St., Moscow, 119021, Russian Federation

Dmitry Ischenko

Affiliation Research Institute of Physical Chemical Medicine, Malaya Pirogovskaya, 1a, Moscow, 119435, Russia

Dmitry Alexeev

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

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.