Although the magnitude of separation was reduced compared with the training cohort, the direction of stratification remained consistent and retained statistical or marginal significance.
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Therapeutic vulnerability shaped by the microenvironment: multi-omics and AI biomarkers for precision surgical planning in gastrointestinal tumors.
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