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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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Ophthalmology and Visual Impairment Studies
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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
fundfunder
venuejournal
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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.

1,643 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.
1,643 works in the cohort · of 4,299,418page 3 of 33

Labels cover 11 of 1,643 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 1,643 of 1,643 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Inducing Form-Deprivation Myopia in Fish
Wei Shen, Mathilakath M. Vijayan, J. G. Sivak
2005· article· en· Investigative Ophthalmology & Visual Science· Medicine
distilled prediction:candidate · stsconsensus · none
71
citations
afffundaboutunlabeled
Age-Related Eye Disease and Cognitive Function
Hanen Harrabi, Marie‐Jeanne Kergoat, Jacqueline Rousseau, Hélène Boisjoly, Heidi Schmaltz, Solmaz Moghadaszadeh +2 more
2015· article· en· Investigative Ophthalmology & Visual Science· Medicine
distilled prediction:candidate · stsconsensus · none
69
citations
affunlabeled
Intraocular lenses for presbyopia correction
Alejandro Lichtinger, David S. Rootman
2011· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
68
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
distilled prediction:candidate · noneconsensus · none
65
citations
afffundunlabeled
Visual Difficulty and Employment Status in the World
Hanen Harrabi, Marie‐Josée Aubin, Marı́a Victoria Zunzunegui, Slim Haddad, Ellen E. Freeman
2014· article· en· PLoS ONE· Medicine
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Severe Visual Impairment in Older Women
Linda Weaver Moore, Rose E. Constantino, Marion Allen
2000· article· en· Western Journal of Nursing Research· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
64
citations
affno abstractunlabeled
Vision Rehabilitation Preferred Practice Pattern®
Joseph L. Fontenot, Mark Bona, Mona Kaleem, William M. McLaughlin, Alan R. Morse, Terry L. Schwartz +2 more
2017· review· en· Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
fundno affunlabeled
Multimodal adaptive optics retinal imager: design and performance
Daniel X. Hammer, R. Daniel Ferguson, Mircea Mujat, Ankit Patel, Emily Plumb, Nicusor Iftimia +3 more
2012· article· en· Journal of the Optical Society of America A· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
affno abstractunlabeled
Field testing of the plusoptiX S04 photoscreener
Brian W. Arthur, Rehan Riyaz, Sylvia L. Rodriguez, Jonathan Wong
2009· article· en· Journal of American Association for Pediatric Ophthalmology and Strabismus· Medicine
distilled prediction:candidate · noneconsensus · none
55
citations
affvenueno abstractunlabeled
Incidence of implantable Collamer lens–induced cataract
Howard V. Gimbel, Bronson LeClair, Brice Jabo, Hala Marzouk
2018· article· en· Canadian Journal of Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
Recent advances in cortical visual impairment
William V. Good, James E. Jan, Susan K Burden, Ann M. Skoczenski, T. Rowan Candy
2001· article· en· Developmental Medicine & Child Neurology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
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