Fig. 2: ROC curve for the Clinical-Longformer model. | npj Mental Health Research

Fig. 2: ROC curve for the Clinical-Longformer model.

From: Deep learning models can predict violence and threats against healthcare providers using clinical notes

Fig. 2

Left—ROC curve for the Clinical-Longformer model with a threshold at 0.18, which favors precision. Right—violin and bubble plots of test set patients, with the Y-axis showing normalized prediction scores. Bubbles are color-coded by patient ethnic identification. The test (shown) and train sets do not reflect the true distribution of demographics among all violent patients and should not be interpreted as such.

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