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Effect of community members' willingness to disclose a mental disorder on their psychiatric symptom scores: analysis of data from two randomised controlled trials of mental health first aid training.

Anthony F JormA J MackinnonL M HartN J ReavleyA J Morgan
Published in: Epidemiology and psychiatric sciences (2019)
Greater willingness to disclose did not affect psychiatric symptom scores. Because the trials increased willingness to disclose through a randomly assigned intervention, they provide a strong causal test of the masking hypothesis. It is therefore unlikely that changes in willingness to disclose are masking reductions in prevalence in the population.
Keyphrases
  • machine learning
  • mental health
  • big data
  • artificial intelligence
  • mental illness
  • randomized controlled trial
  • deep learning
  • risk factors
  • electronic health record
  • patient reported