These people are sick on purpose. This is indeed a bio or chemical weapon they are testing.
You bring up a secondary question that I forgot to ask - so now I will - are they trying to make this new disease ethnically targeted? The Han Chinese are VERY racist. They lump everyone below them. (Another reason that they will fail.)