Software that automatically computes six embedded validity indicators from tests already administered in an adult ADHD evaluation (Stroop, Trail Making, Verbal Fluency, WAIS-IV subtests) and flags the file when any two fail — a ≥90%-specificity screen for non-credible performance that adds zero extra testing time.
The framework reveals a high-value 'wedge' strategy that leverages existing clinical workflows to solve a critical validity gap without adding patient burden. While the technical implementation is simple, the primary challenge lies in navigating the tension between high specificity and the inherent noise of ADHD cognitive profiles.
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This framework is ideal for balancing the technical strength of the new research against the weakness of potential false positives and the opportunity of telehealth growth. · Generated 2026-10-12 by cavi/gemma4-31b-it-awq-4bit-32kAI-generated