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In terms of Brier scores, the model dataset and validation dataset both registered 0.179. Bootstrap internal validation dataset C indexes were 0.741, with a 95% confidence interval of 0.733 to 0.749. Regarding the bootstrap internal validation dataset, the Brier score was 0.178. Analysis of current research reveals substantial disparities in treatment efficacy for ovarian cancer patients across various stages, impa