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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Journal of the Medical Library Association JMLA
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Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

148 results · 1 filter active ·
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20062025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
148 works in the cohort · of 4,299,418page 2 of 3

Labels cover 8 of 148 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 148 of 148 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Scoping reviews: establishing the role of the librarian
Martin Morris, Jill Boruff, Geneviève Gore
2017· article· en· Journal of the Medical Library Association JMLA· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
14
citations
afffundunlabeled
Search is a verb: systematic review searching as invisible labor
Amanda Ross‐White
2021· article· en· Journal of the Medical Library Association JMLA· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch
13
citations
afffundunlabeled
Limits of search filter development
Nancy L Wilczynski, Cynthia Lokker, K. Ann McKibbon, Nicholas Hobson, R. Brian Haynes
2016· article· en· Journal of the Medical Library Association JMLA· Nursing
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Sources of evidence to support systematic reviews in librarianship
Margaret Sampson, Raymond Daniel, Elise Cogo, Orvie Dingwall
2008· article· en· Journal of the Medical Library Association JMLA· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
11
citations
affunlabeled
Google Scholar and Scopus
Sarah Bonato
2016· article· en· Journal of the Medical Library Association JMLA· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
10
citations
affunlabeled
Mapping the literature of hospital pharmacy
Ann Barrett, Melissa Helwig, Karen Neves
2016· article· en· Journal of the Medical Library Association JMLA· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
Welcoming systematic reviews to the Journal of the Medical Library Association
Margaret Sampson
2014· editorial· en· Journal of the Medical Library Association JMLA· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
5
citations

How this was built: Screen · Findings · About