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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.

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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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PLoS Medicine
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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.

641 results · 1 filter active ·
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20042025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
641 works in the cohort · of 4,299,418page 2 of 13

Labels cover 4 of 641 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 641 of 641 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
SLC2A9 Is a High-Capacity Urate Transporter in Humans
Mark J. Caulfield, Patricia B. Munroe, Deb O'Neill, Kate Witkowska, Fadi J. Charchar, Manuel Doblado +30 more
2008· article· en· PLoS Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
376
citations
afffundunlabeled
Nanotechnology and the Developing World
Fabio Salamanca‐Buentello, Deepa L Persad, Erin B. Court, Douglas K. Martin, Abdallah S. Daar, Peter Singer
2005· article· en· PLoS Medicine· Social Sciences
distilled prediction:candidate · noneconsensus · none
347
citations
affunlabeled
Physician Awareness of Drug Cost: A Systematic Review
G. Michael Allan, Joel Lexchin, Natasha Wiebe
2007· review· en· PLoS Medicine· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch
294
citations
affunlabeled
Ghost Authorship in Industry-Initiated Randomised Trials
Peter C Gøtzsche, Asbjørn Hróbjartsson, Helle Krogh Johansen, Mette T. Haahr, Douglas G. Altman, An‐Wen Chan
2007· article· en· PLoS Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
288
citations
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How this was built: Screen · Findings · About