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The study 'Predicting Adolescent Mental Health Outcomes across Cultures: A Machine Learning Approach' utilized a wide array of assessment tools including the Child Behavior Checklist (Waves 3, 6, 10), Child’s Prosocial Behavior (Wave 3), Child Social Competence (Wave 3), Benthin Risk Perception Scale (Wave 3), Modified Iowa Gambling Task (Wave 3), Tower of London Task (Wave 3), Matrix Reasoning Subscale of the Wechsler Abbreviation Scale of Intelligence (Wave 3), School Performance (Wave 3), Pubertal Development Scale (Wave 3), and Spatial Working Memory (Wave 3).

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