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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
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.

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 3 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
Albumin adsorption to contact lens materials: A review
Doerte Luensmann, Lyndon Jones
2008· review· es· Contact Lens and Anterior Eye· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
87
citations
afffundvenueno abstractunlabeled
Dry eye after refractive surgery: a meta-analysis
Raman-Deep Singh Sambhi, Gagan Deep Singh Sambhi, Rookaya Mather, Monali S. Malvankar‐Mehta
2019· review· en· Canadian Journal of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · none
87
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
distilled prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Wettability and Silicone Hydrogel Lenses
Nancy Keir, Lyndon Jones
2012· review· en· Eye & Contact Lens Science & Clinical Practice· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
83
citations
affno abstractunlabeled
BCLA CLEAR - Anatomy and physiology of the anterior eye
Laura E. Downie, Stefan Bandlitz, Jan P.G. Bergmanson, Jennifer P. Craig, Debarun Dutta, Carole Maldonado‐Codina +3 more
2021· article· es· Contact Lens and Anterior Eye· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
82
citations
affno abstractunlabeled
TFOS Lifestyle: Impact of contact lenses on the ocular surface
Lyndon Jones, Nathan Efron, Kalika Bandamwar, Melissa Barnett, Deborah S. Jacobs, Isabelle Jalbert +10 more
2023· review· en· The Ocular Surface· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
70
citations
affunlabeled
Objective Grading of The Anterior Eye
Rachael C. Peterson, James S. Wolffsohn
2009· article· en· Optometry and Vision Science· Medicine
distilled prediction:candidate · noneconsensus · none
70
citations
affno abstractunlabeled
BCLA CLEAR - Evidence-based contact lens practice
James S. Wolffsohn, Kathy Dumbleton, Byki Huntjens, Himal Kandel, Shizuka Koh, Carolina Kunnen +7 more
2021· article· en· Contact Lens and Anterior Eye· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
69
citations
affno abstractunlabeled
Clinical factors associated with contact lens dropout
Andrew D. Pucker, Lisa A. Jones‐Jordan, Sebastian Marx, Daniel R. Powell, Justin Kwan, Sruthi Srinivasan +2 more
2018· article· en· Contact Lens and Anterior Eye· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
69
citations

How this was built: Screen · Findings · About