Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis

Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis

Authors of this article:

Darragh Glavin ^{1, 2} ;   Eoin Martino Grua ^{1, 2} ;   Carina Akemi Nakamura ³ ;   Marcia Scazufca ^{3, 4} ;   Edinilza Ribeiro dos Santos ⁵ ;   Gloria H Y Wong ^{6, 7} ;   William Hollingworth ⁸ ;   Tim J Peters ⁹ ;   Ricardo Araya ¹⁰ ;   Pepijn Van de Ven ^{1, 2}