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Inflammation and immunity in liver homeostasis and disease: a nexus of hepatocytes, nonparenchymal cells and immune cells

Replacing TabPFN with random forest, SVM, XGBoost, or logistic regression on the same top-700 feature set consistently lowered MCC

Additionally, most studies have been conducted over short durations, which might not allow time for adverse effects to manifest

A patient with an undiagnosed condition affecting hormone-sensitive pathways could compound a problem they don't know they have

What this means for clinical research: Early clinical programs will enter Phase I faster and with different evidence packages, shifting risk assessment earlier and increasing the importance of translational and modeling capabilities at the clinical interface