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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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Optometry and Vision Science
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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.

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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.

566 results · 1 filter active ·
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20002025
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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.
566 works in the cohort · of 4,299,418page 11 of 12

Labels cover 5 of 566 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 566 of 566 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Erratum
2018· erratum· en· Optometry and Vision Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
(BV-133)REAL DEPTH PEGS:DETECTION OF SUPPRESSION
Ronald Gall, Bruce Wick
2000· article· en· Optometry and Vision Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
September 11th—A Memoir
Alden N. Haffner
2001· article· en· Optometry and Vision Science· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Responses of Contact Lens Wearers to a Dry Eye Survey
Carolyn G. Begley, Barbara Caffery, Kelly K. Nichols, Robin L. Chalmers
2000· article· en· Optometry and Vision Science· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Advances in glaucoma research feature issue
Jonathan Denniss, John G. Flanagan
2025· article· en· Optometry and Vision Science· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bardet‐Biedl Syndrome
Patricia K. Hrynchak
2000· article· en· Optometry and Vision Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About