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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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Ophthalmology
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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.

408 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
408 works in the cohort · of 4,299,418page 8 of 9

Labels cover 1 of 408 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 408 of 408 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Reply
Alison H. Skalet, Dan S. Gombos, Brenda L. Gallie, Jonathan W. Kim, Carol L. Shields, Brian P. Marr +2 more
2018· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Reply
Kirill Zaslavsky, Edward Margolin
2020· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Author reply
Jinrong Li, Minbin Yu, Robert F. Hess, Lily Y. L. Chan, Benjamin Thompson
2014· letter· en· Ophthalmology· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Discussion
David Maberley
2001· article· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
True Duplication of the Optic Nerve
Natalie Chen, Michael Balas, Parnian Arjmand
2024· article· en· Ophthalmology· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Reply
Robert Campbell, Sherif El-Defrawy, Sudeep S. Gill, Marlo Whitehead, Erica de L.P. Campbell, Philip L. Hooper +2 more
2019· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Author reply
Crystal S.Y. Cheung, Amanda W.T. Wong, Alex Lui, Peter J. Kertes, Robert G. Devenyi, Wai‐Ching Lam
2013· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Leanne Stunkel, Rahul Sharma, Devin D. Mackay, Bradley Wilson, Gregory P. Van Stavern, Nancy J. Newman +1 more
2021· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affunlabeled
Hutchinson's Sign in Herpes Zoster Ophthalmicus
Andrew Mihalache, Philip L. H. Yu, Brendan Tao, Jim Shenchu Xie, Edward Margolin, Jonathan A. Micieli
2025· article· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
OCT Changes in 4-Year-Old Choroideremia Patient
Yi Zhai, Ian M. MacDonald
2019· article· en· Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Reply
William Hodge
2019· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Junyang Zhao, Qiyan Li, Songyi Wu, Liwen Jin, Xiaolin Ma, Mei Jin +2 more
2018· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Steven J. Gedde, William J. Feuer, Kin Sheng Lim, Keith Barton, Saurabh Goyal, Iqbal Ike K. Ahmed +1 more
2020· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
REPLY
Jim Shenchu Xie, Edward Margolin
2025· article· en· Ophthalmology· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Author reply
Christopher J. Rudnisky, Ezekiel Weis
2014· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Jawad Muayad, Muhammad Z. Chauhan, Asad Loya, Zain S Hussain, Amer F. Alsoudi, Ticiana De Francesco +1 more
2024· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Steven J. Gedde, Kin Sheng Lim, Keith Barton, Saurabh Goyal, Iqbal Ike K. Ahmed, James D. Brandt
2023· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Marko M. Popovic, Xavier Campos‐Möller, Matthew B. Schlenker, Iqbal Ike K. Ahmed
2017· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Vitreous Changes in Gaucher Disease Type 3
V. Promelle, Ramona Salvarinova, Christopher J. Lyons
2020· article· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
In the Fold of a Macular Hole
Netan Choudhry, John Golding, Rajesh C. Rao
2016· article· en· Ophthalmology· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Reply
Edward Margolin, Jenn Qian
2022· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Author reply
Christopher J. Rudnisky, Ezekiel Weis
2014· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Steven J. Gedde, William J. Feuer, Kin Sheng Lim, Keith Barton, Saurabh Goyal, Iqbal Ike K. Ahmed +1 more
2020· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Author reply
Christopher J. Rudnisky, Ezekiel Weis
2015· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Author reply
Puneet S. Braich, David R.P. Almeida
2013· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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