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. 2024 Jan 12;8:e47091. doi: 10.2196/47091

Figure 4.

Figure 4

Proportion of responses classified as fraud by multilayer fraud detection system and Qualtrics fraud detection system during the study period (November 2021 to February 2022). Smooth locally weighted smoothing lines are included to help visualize the trends over time.