Before revision:  A receiver tries to predict a latent characteristic of the sender .
After revision:  An intermediary aggregates multiple features of a sender into a score. A receiver sees this score and takes a decision. The receiver wants his decision to match the sender's latent characteristic. But the sender wants the most favorable decision, and she can distort each of her features at a private cost. I characterize the receiver-optimal scoring rule. This rule underweights some features to deter sender distortion, and overweights other features to keep the score unbiased. The receiver tries to predict a latent characteristic of the sender .