Reproducible, generalizable brain models of affective processes

In one sentence. Reviewed challenges in mapping brain measures to affective constructs like pain, negative affect, and empathy, and argued that cross-validated predictive modeling, exemplified by the Neurologic Pain Signature, yields more reproducible and generalizable brain measures than region-based approaches.