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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 1 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
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
machine prediction:candidate · noneconsensus · none
249
citations
affunlabeled
Dry Eye Symptoms Assessed by Four Questionnaires
Trefford Simpson, Ping Situ, Lyndon Jones, Desmond Fonn
2008· article· en· Optometry and Vision Science· Medicine
machine prediction:candidate · noneconsensus · none
97
citations
afffundunlabeled
Imaging Protein Deposits on Contact Lens Materials
Jonathan H. Teichroeb, James A. Forrest, Valentina Ngai, James Martin, Lyndon Jones, John B. Medley
2008· article· en· Optometry and Vision Science· Medicine
machine prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Objective Grading of The Anterior Eye
Rachael C. Peterson, James S. Wolffsohn
2009· article· en· Optometry and Vision Science· Medicine
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Reduction of Myopia From Corneal Refractive Therapy
Luigina Sorbara, Desmond Fonn, Trefford Simpson, Fenghe Lu, Richard Kort
2005· article· en· Optometry and Vision Science· Medicine
machine prediction:candidate · noneconsensus · none
65
citations
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How this was built: Screen · Findings · About