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Weekly · beta

Medical literature for your practice.
An AI appraisal, with its limits stated.

New peer-reviewed literature in your specialty, appraised and sent once a week. Anthropic and OpenAI independently appraise each eligible paper and check the analysis against its source. Email appraisals require prepared full text with permission for analysis; the models review selected sections. AI-generated; not clinician-reviewed.

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What happens to a paper

From PubMed to your inbox

We collect literature, check its provenance, and rank appraised articles against your interests.

  1. 01

    Find new literature

    PubMed and MEDLINE, deduplicated on DOI and PMID.

  2. 02

    Check publication status

    Crossref update-to metadata and retraction records. A retracted paper stops here permanently.

  3. 03

    Record provenance

    Funder and lead institutions from indexed metadata only. No record means we print "not disclosed in indexed metadata" rather than a guess.

  4. 04

    Independent appraisal and review

    Anthropic and OpenAI each assess the population, intervention, comparison, outcomes, strengths, limitations and evidence level. Both then audit the proposed analysis against the source. Incomplete or unapproved reviews stay out of your email.

  5. 05

    Personalized selection

    Your fields, journals, topics and interests help rank the appraised literature within your chosen article limit.

What this is and isn't

The constraints are the point

Linked to the source

Every entry links to its publication. We catalogue abstracts and metadata, and prepare full text where permissions allow. An abstract-only record is not enough for an email appraisal.

No pharmaceutical funding

Not now, not later. Funding source and lead institutions are printed on every entry so you can weigh them yourself.

Free during the beta

Choose 5, 10 or 15 articles per weekly digest. There is no charge to participate in the beta.

Not clinician-reviewed

These summaries are machine-generated. The disclaimer below appears on every single email we send.

On every digest AI-generated; not clinician-reviewed. For educational use only; not a substitute for clinical judgment.

Get started

Choose your interests and delivery day.

Pick your specialty, training status, and practice setting. We match new literature against that profile each week. Psychiatry is live first; other specialties open as coverage is verified.

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