"Out of the 20 people we interviewed, 14 people expressed the negative impacts of poorly presented output. ... Some of our participants felt, however, that false positives and large volumes of warnings would be less burdensome if the way the output is presented was more user-friendly and intuitive."

Sounds like you're in the majority.