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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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Survey of Ophthalmology
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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.

affaffiliation
fundfunder
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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.

96 results · 1 filter active ·
Results by year
20012025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
96 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 96 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 96 of 96 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Famous
Michelle Kim, M. Tariq Bhatti, Fiona Costello
2015· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Downbeat down south
Ying Chen, Michael L. Morgan, Angelina Espino Barros Palau, Janice A. Mudd, Andrew G. Lee, Jason J.S. Barton
2014· review· en· Survey of Ophthalmology· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
A baby with a lot of nerve
Hema L. Ramkumar, Rohan Verma, Janet Crow, Shira L. Robbins, David B. Granet, Claire A. Sheldon +2 more
2015· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Bacille Calmette-Guérin: An ophthalmic perspective
Manish Jain, Julie Vadboncoeur, Sunir J. Garg, Jyotirmay Biswas
2021· review· en· Survey of Ophthalmology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
4
citations
fundno affunlabeled
Inherited retinal disease in global Indigenous populations: A scoping review
Emma C. Tovey Crutchfield, Andrea L. Vincent, Mitchell D Anjou, Hugh R. Taylor, Shaun Tatipata, Krystal S. Tsosie +3 more
2025· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Ocular manifestations secondary to cocaine abuse
Kaersti L. Rickels, Ramsey Ghaleb, Abdelrahman M. Elhusseiny, Muhammad Z. Chauhan, Joseph Toma, Tony Wang +3 more
2025· review· en· Survey of Ophthalmology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
The pescatorial sixth
Francesco Pellegrini, Giovanni Prosdocimo, Jason J.S. Barton
2015· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Beyond what the eye can see
Kate Ahmad, Clare L. Fraser, Carolyn M. Sue, Jason J.S. Barton
2016· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
My, What Asthenia You Have
Michael S. Lee, Gregory S. Kosmorsky, James Cook, Jason J.S. Barton, Hannah Briemberg
2008· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
The Man Who Could Not See What He Could Not Eat
Jonathan D. Tung, Sang-Rog Oh, Allen B. Gruber, Jason J.S. Barton, Hannah Briemberg, Don O. Kikkawa
2011· review· en· Survey of Ophthalmology· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
The X factor
Muhammad Musab Shamim, Aroucha Vickers, Andrew G. Lee, Fiona Costello
2018· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Once upon a Cataract Surgeon
Roma P. Patel, John Volpi, Andrew G. Lee, Jason J.S. Barton
2011· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
afffundno abstractunlabeled
Authors' Response
Paul J. Ranalli, Jason J.S. Barton
2021· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About