AudioScholarPapers

Lecture prep

Find the reviews worth reading

How the app works

Enter a topic and get narrative reviews and guidelines from the leading journals in your specialty — systematic reviews and meta-analyses filtered out — newest first, each with a link straight to full text through your library.

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Full-text access University of Alberta
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Most libraries publish an EZProxy prefix ending in /login?url=. Find yours by opening any article through your library and copying everything in the address bar before the publisher's URL. The preview shows exactly what a link will open. Used by both tabs. Saved on this device only.

Details — privacy, sources and what the numbers mean

Your searches. Searches go to PubMed directly from your browser, and no account is needed. AudioScholar records an anonymous count of searches run and papers opened — never your identity, never your IP address, never the links you paste or open, and never the words you type.

Find trials sends your words to a model. Two steps do: suggesting a clearer search when yours looks ambiguous, and putting the shortlist in reading order with a one-line reason on each paper. Those go to our server and on to Anthropic (Claude), and are not stored — what we keep is a one-way hash we cannot read back. Neither step is required: if either is unavailable the page ranks by citation rate on its own, and says so. Please don't type anything that identifies a patient.

Full text. A “Free full text” tag comes from PubMed’s own record — a PubMed Central deposit — with no extra lookup. If you press “Check for a free copy”, that one paper’s DOI goes to Unpaywall, a nonprofit index of legal free full text, directly from your browser and only when you press it. Otherwise full text depends on your library subscribing to that resource; you only ever enter your credentials on the library’s own sign-in page.

What the numbers mean. On Find trials, ranking uses citation data from NIH iCite, a public index run by the National Institutes of Health; those requests carry PubMed IDs and nothing about you. Citation counts measure attention, not quality or correctness, and a heavily cited paper can still have been superseded — guidelines are ordered by date and never by citations for exactly that reason. Impact factors describe the journal, never the individual paper.

What is in and what is out. Retracted publications and preprints are excluded. Publication types come from PubMed’s own indexing, so a review only appears if NLM tagged it as one.

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