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Maintaining consistency between production batches helps reduce variability and improves confidence in experimental reproducibility

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Since ROC curves are a continuous-scale display, a cut-off point is chosen to allow comparisons between different studies output, such as a typically fixed value of 80% for sensitivity or specificity