A researcher collects data on hours of daily screen time (x) and sleep quality scores (y) for 40 adults. After fitting a least-squares regression line, the residual plot shows a distinct U-shaped (curved) pattern rather than a random scatter around zero. What is the most appropriate conclusion?

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