Shevchenko finished in 23 minutes 19.3 seconds.
The second was the Norwegian Aasne Skrede (+40.9). The top three were closed by Milena Todorova from Bulgaria (+48.4).
Earlier, Alexei Kovalev won gold in the sprint at the youth biathlon world championships.