Identifying schizophrenia stigma on Twitter: a proof of principle model using service user supervised machine learning

Abstract Stigma has negative effects on people with mental health problems by making them less likely to seek help. We develop a proof of principle service user supervised machine learning pipeline to identify stigmatising tweets reliably and understand the prevalence of public schizophrenia stigma...

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Bibliographic Details
Main Authors: Sagar Jilka, Clarissa Mary Odoi, Janet van Bilsen, Daniel Morris, Sinan Erturk, Nicholas Cummins, Matteo Cella, Til Wykes
Format: Article
Language:English
Published: Nature Portfolio 2022-02-01
Series:npj Schizophrenia
Online Access:https://doi.org/10.1038/s41537-021-00197-6