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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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Current Opinion in 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.

77 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.
77 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 77 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 77 of 77 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Micro-invasive glaucoma surgery
Hady Saheb, Iqbal Ike K. Ahmed
2012· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
625
citations
afffundunlabeled
Glaucoma as a neurodegenerative disease
Neeru Gupta, Yeni H. Yücel
2007· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
430
citations
affunlabeled
Scheimpflug imaging for laser refractive surgery
Renato Ambrósio, Bruno Freitas Valbon, Fernando Faria-Correia, Isaac Ramos, Allan Luz
2013· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
138
citations
affunlabeled
Bioengineered corneas: how close are we?
David Carlsson, Fengfu Li, Shigeto Shimmura, May Griffith
2003· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
101
citations
affunlabeled
Update on toxic anterior segment syndrome
Simon Holland, Douglas W. Morck, Tracy L Lee
2006· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
81
citations
affunlabeled
Visual recovery after retinal detachment
William H. Ross, Frank Stöckl
2000· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
74
citations
affunlabeled
Cataract surgery in pseudoexfoliation syndrome
Graham W. Belovay, Devesh Varma, Iqbal Ike K. Ahmed
2009· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
72
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
Orbital radiotherapy for thyroid eye disease
Peter J. Dolman, Suryasnata Rath
2012· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
64
citations
affunlabeled
Topography-guided laser refractive surgery
Simon Holland, David T.C. Lin, Johnson Tan
2013· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
affunlabeled
Glaucoma screening: where are we and where do we need to go?
Nicholas Y.Q. Tan, David S. Friedman, Ingeborg Stalmans, Iqbal Ike K. Ahmed, Chelvin C. A. Sng
2020· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
57
citations
affunlabeled
Genetics of age-related macular degeneration
Andrew Ting, Thomas K.M. Lee, Ian M. MacDonald
2009· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
55
citations
affunlabeled
Anesthesia modalities for cataract surgery
Joel Naor, Allan R. Slomovic
2000· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
affunlabeled
Same-day sequential cataract surgery
Steve A. Arshinoff, Silvia Odorcic
2008· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
affunlabeled
Trabeculectomy with ExPRESS
Yvonne M. Buys
2013· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations
affunlabeled
Corneal neurotization
Mona Koaik, Kashif Baig
2019· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
46
citations
affunlabeled
Consequences of waiting for cataract surgery
Howard V. Gimbel, Albena Dardzhikova
2010· review· en· Current Opinion in Ophthalmology· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
38
citations
affunlabeled
Choroideremia
Ioannis Dimopoulos, Alina Radziwon, Chris D. St. Laurent, Ian M. MacDonald
2017· review· en· Current Opinion in Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
affunlabeled
Update on Bowman layer transplantation
C. Maya Tong, Konine van Dijk, Gerrit R.J. Melles
2019· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
Multimodal imaging of diabetic retinopathy
Khoi Tran, Kaivon Pakzad-Vaezi
2018· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affunlabeled
Update on pneumatic retinopexy
Efrem D. Mandelcorn, Mark S. Mandelcorn, Joshua S. Manusow
2015· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
25
citations
affunlabeled
Glaucoma and cataract surgery
Manjool Shah, Geoffrey Law, Iqbal Ike K. Ahmed
2015· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
aboutno affunlabeled
eyeGENE(R)
Kerry Goetz, Melissa Reeves, Santa J. Tumminia, Brian P. Brooks
2012· review· en· Current Opinion in Ophthalmology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
Anterior segment uses of bevacizumab
Irit Bahar, Sonia N. Yeung, Ruti Sella, Allan R. Slomovic
2012· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
Advances in phacoemulsification equipment
Howard V. Gimbel, Carlindo da Reitz Pereira
2002· review· en· Current Opinion in Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
The future of retinal imaging
Daniel Q. Li, Netan Choudhry
2020· review· en· Current Opinion in Ophthalmology· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
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