They say you can’t judge a book by its cover, but humans can judge whether another person is sick by looking at a photo for just a few seconds.

That may not sound remarkable — until you consider that the sick people in the photos were in the very early stages of illnesses. They were participants in a scientific experiment and had agreed to be infected with a bacterium that would cause an inflammatory response. Their portraits were taken just two hours after infection.