{
  "abstract": "We examined self-reported precipitants of mania, psychosis, and depression on Reddit using AI-assisted code development and automated coding, with blinded human validation. Analyses compared precipitants of mania (n = 337), psychosis (n = 339), and depression (n = 252). Generic stress and sleep disruption were common to mania and psychosis but rare in depression. Cannabis and trauma/abuse/assault were more frequently reported for psychosis, while antidepressants and positive activation/reward were more frequently reported for mania, and self-evaluative thought patterns and social isolation/rejection for depression. Automated and human coding showed strong agreement (κ = 0.82), supporting the feasibility of AI-assisted analysis of perceived psychiatric precipitants.",
  "abstract_shown": true,
  "affiliations": [],
  "article_type": null,
  "arxiv": null,
  "author_total": 2,
  "authors": [
    {
      "name": "Ari Brouwer"
    },
    {
      "name": "Charles L Raison"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/1qex3fd6ymxcj.bib",
  "cited_by": 0,
  "doi": "10.31234/osf.io/qr2hk_v1",
  "fulltext_url": null,
  "id": "1qex3fd6ymxcj",
  "issns": [],
  "landing_url": "https://osf.io/preprints/psyarxiv/qr2hk_v1/",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "bepress",
      "Psychiatry"
    ]
  ],
  "openalex": null,
  "pdf_url": "https://osf.io/qr2hk/download",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-30",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/1qex3fd6ymxcj.ris",
  "sources": [
    {
      "first_seen": "2026-10-31T12:22:04Z",
      "native_id": "qr2hk",
      "source": "osf",
      "url": "https://osf.io/preprints/psyarxiv/qr2hk_v1/"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "bepress:Psychiatry",
      "subfield": "psychiatry"
    }
  ],
  "title": "Self-Reported Precipitants of Psychosis, Mania, and Depression: An AI-Assisted Analysis of Reddit",
  "title_text": "Self-Reported Precipitants of Psychosis, Mania, and Depression: An AI-Assisted Analysis of Reddit",
  "type": "preprint",
  "updated_at": "2026-11-01T12:21:47Z",
  "url": "https://research.draconitic.com/paper/1qex3fd6ymxcj",
  "venue": "PsyArXiv",
  "versions": []
}