Editorial transparency

Editorial standards & corrections

Health information should be useful, traceable and clear about its limits. Here are the standards we are applying to Frida’s learning library—and where that work stands.

Updated · Published by ColdAI LLC

Ownership and authorship

ColdAI LLC owns and publishes Frida. We also own the Frida app, so we have a commercial interest in its use. Educational material must not present that interest as independent evidence that the product improves clinical outcomes.

“Frida Editorial Team” is an organizational byline. It does not identify a clinician or imply medical credentials. Individual author and reviewer names, qualifications and affiliations must be verified before publication. We will not invent credentials, advisory relationships or personal experience.

AI assistance, where used, does not count as clinical review. Generated text, summaries and citations require checking. We are still documenting the creation and review history of the existing library; an article’s byline alone should not be read as a claim about whether AI contributed to it.

What a clinical review label means

A clinical review label may appear only when a verified, named professional with relevant qualifications has approved the exact published version. The record must identify the reviewer, review date and scope. An article’s publication date is not a review date.

Clinical claims, medication information and crisis guidance need appropriate human review. Automated checks can help find problems, but they cannot approve clinical accuracy. Substantive changes require renewed review; an earlier approval does not automatically cover a rewritten article.

Where no qualifying review is recorded, the article must say so. Our articles provide general education and do not diagnose a person, prescribe treatment or replace a care team.

Sources must support the actual claim

Our standard is to use current clinical guidelines, regulatory information, systematic reviews and relevant primary research. A citation must lead to the intended source, with its title, authors, date and identifier checked. A working link to a research website is not sufficient.

Examples of sources readers can consult directly include NIMH’s schizophrenia information, NICE’s guideline on psychosis and schizophrenia in adults, and the WHO guidance on ethics and governance of AI for health. Their inclusion here does not imply endorsement of Frida.

Stories and lived experience

Some Frida articles use illustrative composite stories. These do not depict a verified individual and must not be presented as patient testimonials, interviews or evidence of treatment success. The composite label should be visible on the article and wherever its story is introduced.

Genuine personal contributions require documented consent and provenance, with a clear explanation of pseudonyms or changed details. A person’s account deserves respect, but it does not establish what will happen to another person. Medical statements and advice attached to a story still require evidence and review.

Useful pages, maintained carefully

New articles and changes to article titles, summaries, body text or FAQs require a recorded clinical review before the publishing system accepts them. Existing material remains available during the audit, except for the pages placed on hold. Keeping an existing page available is not clinical approval.

A new article needs a distinct reader purpose and useful, verified substance. We do not treat keyword variations, city names or translation opportunities as sufficient reasons to create pages in bulk.

Closely overlapping articles should be assessed for consolidation. Local guides need verified local information; translations need competent language and clinical review for their intended audience. Publication must stay within our ability to check and maintain the content.

Changes to sources, drug labels, service details or clinical guidance should trigger reassessment of affected articles. Material corrections belong in a visible record. Dates must reflect real publication, updates or completed review—not a cosmetic refresh.

Corrections and temporary holds

The following record covers issues addressed on . A correction is not a certification that every statement in an article has completed clinical review. Pages on hold remain unavailable as medical guidance while their review is pending.

  1. Temporary holds · Emergency advice and central evidence under review

    Emergency guidance and four clinical explanations

    We have temporarily held the cardiovascular guide after finding emergency aspirin advice that conflicts with stroke guidance. Four other guides are held because important references do not match the studies described. Their clinical explanations require source verification and qualified review.

    These findings concern specific guidance and attributions. They do not establish that every statement in the affected pages is false. Restoration requires checking the complete corrected guidance, including summaries and frequently asked questions.

  2. Temporary holds · Further source and clinical review

    Sixteen additional articles with misattributed central references

    Further checks found references that do not match the studies described in these articles. Because those references were cited in support of central clinical or intervention claims, we have temporarily held the pages while their sources and guidance are reviewed.

    These are targeted editorial holds. They do not establish that every statement is false or that the treatments or support approaches themselves are ineffective or unsafe. A matching reference elsewhere on a page does not resolve the incorrect attribution. Restoration requires checking the intended evidence, what it supports, and the wider clinical guidance.

  3. Temporary holds · Clinical guidance and research references under review

    Three additional clinical guides with mismatched research references

    Further source checks found unrelated destinations in the following articles. We have temporarily held them while their references and clinically significant claims are reviewed.

    These mismatches establish incorrect references; they do not by themselves show that every associated claim is false. Restoring an article requires checking the intended sources, what they support, and the wider clinical guidance. The holds preserve the original material for review.

  4. Temporary holds · Research references and associated claims under review

    Fifteen additional articles with mismatched research references

    Our source audit found references that point to different papers from those described. For example, a link described as an antipsychotic analysis instead leads to a news article about US abortion policy. We have temporarily held the following articles because the references are used to support treatment, symptom, outcome or decision guidance.

    A mismatched reference does not, by itself, establish that the associated claim is false. Review must verify both the intended source and what it actually supports. These holds preserve the articles for correction; they do not imply that the rest of the library has completed source or clinical review.

  5. Reference corrected · 25 September 2026

    Schizophrenia AI research guide

    The digital-phenotyping reference linked to an unrelated paper. Both the reference and the surrounding description have been corrected to identify the 2016 perspective by Onnela and Rauch. This source is a perspective, not a trial proving clinical benefit.

    Read the AI research guide

  6. Corrections prepared · Article held for clinical review

    Erzofri medication article

    Incorrect dosing information has been removed, and misleading initiation language and research citations have been corrected in the article under review. The article remains on hold pending qualified clinical review. The original wording should not be used for medication decisions.

    The review uses the US Erzofri prescribing information. The corrected PRIDE study reference concerns a different paliperidone formulation and must not be presented as direct evidence for Erzofri.

    View the Erzofri article status

  7. Temporary hold · Clinical and source review pending

    Two command-hallucination articles

    We have held these articles because coping suggestions could be misinterpreted in a situation involving harmful commands. The review also covers citation errors and overlapping content. A temporary hold does not mean that people who hear voices are inherently dangerous.

    Command auditory hallucinations: what they are, how to cope
    Command hallucinations: voices that tell you what to do

  8. Temporary hold · Clinical review pending

    Ketamine and psychosis article

    The article’s contraindication framing did not adequately distinguish a formal contraindication from a warning requiring clinical assessment. It is on hold while those distinctions and the wider treatment discussion are reviewed against appropriate sources, including the US Spravato label.

    View the ketamine article status

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