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In the article provided below, what is the ROC curve the authors are trying to present? and what does it tell us? I am confused.

In the article provided below, what is the ROC curve the authors are trying to present? and what does it tell us? I am confused.

Refer to the article "Association between Reduction of Plasma Adiponectin Levels and Risk of Bacterial Infection after Gastric Cancer Surgery" by Yamamoto et al. (2013)

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