Methodological and Quality Flaws in the Use of Artificial Intelligence in Mental Health Research: Systematic Review.

These significant shortcomings, alongside the lack of information to ensure reproducibility and transparency, are indicative of the challenges that AI in mental health needs to face before contributing to a solid base for knowledge generation and for being a support tool in mental health management.