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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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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.

96 results · 1 filter active ·
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20012025
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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.
96 works in the cohort · of 4,299,418page 1 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
Management of meibomian gland dysfunction: a review
Saama Sabeti, Ahmad Kheirkhah, Jia Yin, Reza Dana
2019· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
205
citations
affno abstractunlabeled
Primary bone tumors of the orbit
Dinesh Selva, Valerie A. White, John X. OʼConnell, Jack Rootman
2004· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · noneconsensus · none
142
citations
affno abstractunlabeled
Ocular hypotony: A comprehensive review
Qianqian Wang, Avrey Thau, Alex V. Levin, Daniel Lee
2019· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
101
citations
affno abstractunlabeled
Toxic anterior segment syndrome: A review
Erick Hernández-Bogantes, Alejandro Navas, Andrea Naranjo, Guillermo Amescua, Enrique O Graue-Hernández, Harry W. Flynn +1 more
2019· review· es· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
67
citations
affno abstractunlabeled
Mitochondrial disorders and the eye
Eli Kisilevsky, Paul R. Freund, Edward Margolin
2019· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
65
citations
affno abstractunlabeled
Microinvasive glaucoma surgery: A review of 3476 eyes
Prem Nichani, Marko M. Popovic, Matthew B. Schlenker, Jeff Park, Iqbal Ike K. Ahmed
2020· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
Glaucoma after corneal replacement
Monika Baltaziak, Hall F. Chew, Dominik W. Podbielski, Iqbal Ike K. Ahmed
2017· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
53
citations
afffundno abstractunlabeled
RP1L1 and inherited photoreceptor disease: A review
Nicole C. L. Noel, Ian M. MacDonald
2020· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
47
citations
affno abstractunlabeled
Controversies of the lacrimal system
Evan Kalin-Hajdu, Nicolas Cadet, Patrick R. Boulos
2015· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
Ocular genetics: current understanding
Ian M. MacDonald, Mai P. Tran, Maria A. Musarella
2004· review· en· Survey of Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affno abstractunlabeled
Choroidal biomarkers in age-related macular degeneration
Elham Sadeghi, Nicola Valsecchi, Elham Rahmanipour, Mahsa Ejlalidiz, Nasiq Hasan, Kiran Kumar Vupparaboina +5 more
2024· review· en· Survey of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations

How this was built: Screen · Findings · About