Evaluating utility of clinical prediction models: A comparison of decision curve analysis and cost curves
The paper compares Decision Curve Analysis (DCA) and cost curves to evaluate clinical prediction models across different decision thresholds. It shows DCA estimates expected utility using 'net benefit,' while cost curves, particularly Brier curves, measure expected loss. While both assess model utility, Brier curves are more generally applicable across various thresholds.