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A large international study published in Nature finds that the three most common measures of cognitive reappraisal capacity—trait questionnaires, task-based affective ratings, and amygdala down-regulation via fMRI—show almost no shared variance, calling into question our ability to measure a key process underlying cognitive behavioral therapy.