Cognitive-congestion language profiling in ADHD: lexical signal auditing and negative-manifold specificity testing
High machine-learning accuracy in classifying ADHD-related writing does not necessarily establish an ADHD-specific linguistic phenotype, as predictions may reflect diagnostic vocabulary, medication references, or community-specific topics rather than cognitive organization. This study evaluated an interpretable cogniti...