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. 2026 Jul 13;16:1882033. doi: 10.3389/fonc.2026.1882033

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Copyright © 2026 Yin, Liu, Deng, Mei, He, Liu and Cheng.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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ROC curve comparing two models, with sensitivity on the y-axis and 1-specificity on the x-axis. Chemotherapy cycles model shows AUC 0.811, 95 percent CI 0.754–0.867, and MLD model AUC 0.964, 95 percent CI 0.937–0.992. Reference line is included. — Receiver operating characteristic curves for chemotherapy cycles and MLD.