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During the training process of the depression and anxiety prediction (DAP) model within 365 days on the Nanjing Health Information Platform (NHIP) case–control cohorts, the changes of various indicators on 10-folder validation were compared between the use of pre-training models and the absence of pre-training models. The metrics include training loss, ROC-AUC, and PR-AUC on the each fold of test dataset.
