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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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Ocular Surface and Contact Lens
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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.

1,485 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.
1,485 works in the cohort · of 4,299,418page 6 of 30

Labels cover 5 of 1,485 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 1,485 of 1,485 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Thirty years of ‘quiet eye’ with etafilcon A contact lenses
Nathan Efron, Noel A. Brennan, Robin L. Chalmers, Lyndon Jones, Charis Lau, Philip B. Morgan +2 more
2020· review· en· Contact Lens and Anterior Eye· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
affunlabeled
Impact of Dry Eye on Prolonged Reading
Sezen Karakus, Priya M. Mathews, Devika Agrawal, Claudia Henrich, Pradeep Y. Ramulu, Esen K. Akpek
2018· article· en· Optometry and Vision Science· Medicine
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Non-Graft-versus-Host Disease Ocular Complications after Hematopoietic Cell Transplantation: Expert Review from the Late Effects and Quality of Life Working Committee of the Center for International Blood and Marrow Transplant Research and the Transplant Complications Working Party of the European Society for Blood and Marrow Transplantation
Yoshihiro Inamoto, Igor Petriček, Linda J. Burns, Saurabh Chhabra, Zachariah DeFilipp, Peiman Hematti +44 more
2018· review· en· Biology of Blood and Marrow Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Migration of Cosmetic Products into the Tear Film
Alison Ng, Katharine Evans, Rachel V. North, Christine Purslow
2015· article· en· Eye & Contact Lens Science & Clinical Practice· Medicine
distilled prediction:candidate · metaresearchconsensus · none
38
citations

How this was built: Screen · Findings · About