Codeveloping and Evaluating a Campaign to Reduce Dementia Misconceptions on Twitter: Machine Learning Study.

Sinan Erturk,Georgie Hudson,Sonja M Jansli,Daniel Morris,Clarissa M Odoi,Emma Wilson,Angela Clayton-Turner,Vanessa Bray,Gill Yourston,Andrew Cornwall,Nicholas Cummins,Til Wykes,Sagar Jilka

JMIR infodemiology（2022）

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摘要

Through codevelopment with carers, we developed an accurate ML model to predict misconceptions in dementia tweets. Our awareness campaign was ineffective, but similar campaigns could be enhanced through ML to respond to current events that affect misconceptions in real time.

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Twitter,codevelopment,machine learning,misconceptions,patient and public involvement,social media,stigma

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