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 Nakamura³ ;   Marcia Scazufca^{3, 4} ;   Edinilza Ribeiro dos Santos⁵ ;   Gloria H Y Wong^{6, 7} ;   William Hollingworth⁸ ;   Tim J Peters⁹ ;   Ricardo Araya¹⁰ ;   Pepijn Van de Ven^{1, 2}