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Since our goal was to build a model that improves the detection of negative cases without sacrificing the ability to detect positive cases, we chose to tune our model hyperparameters and perform threshold shifting based on a custom metric that locates the point of highest specificity on the ROC curve for which sensitivity is still 1 (max (specificity/sensitivity) = 1)

In conclusion, the findings of this study indicate that all examined biomarkersinterleukin-6 (IL-6), C-reactive protein (CRP), and tumor necrosis factor-alpha (TNF-)may serve as valuable prognostic indicators for potential complications associated with diabetes

Myomas can range from a few millimeters to tens of centimeters

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