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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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Intraocular Surgery and Lenses
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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

892 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.
892 works in the cohort · of 4,299,418page 8 of 18

Labels cover 1 of 892 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 892 of 892 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Biaxial phacoemulsification
Steve A. Arshinoff
2005· letter· en· Journal of Cataract & Refractive Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
affunlabeled
Ophthalmic Anesthesia
M. Craig Pinsker
2001· letter· en· Anesthesiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
6
citations
venueno affno abstractunlabeled
Thermal evaluation of two phacoemulsification systems
Bradley S. Henriksen, Gareth Gardiner, Kevin Garff, Isha Gupta, Brian C. Stagg, Brian Zaugg +3 more
2016· article· en· Canadian Journal of Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
venueno affno abstractunlabeled
Infantile cataract: comparison of two surgical approaches
Nur Khatib, Erez Tsumi, Amjad Baidousi, Hanan Nussinovitch, Natalya Bilenko, Tova Lifshitz +1 more
2017· article· en· Canadian Journal of Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
IOL Fixation Techniques
Efrem D. Mandelcorn, Jonathan L. Prenner, Charles C. Wykoff, Rohit R. Lakhanpal, Thomas A. Albini
2010· article· en· Retina today· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Advances in intraocular lens materials
M.A. Princz, Frances Lasowski, Heather Sheardown
2016· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
The Light Adjustable Lens – A Review
Alejandro Lichtinger
2012· review· en· European Ophthalmic Review· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affvenueno abstractunlabeled
Eye protection following cataract surgery: a systematic review
Arjan S. Dhoot, Marko M. Popovic, Soomin Lee, Sherif El-Defrawy, Matthew B. Schlenker
2021· review· en· Canadian Journal of Ophthalmology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Capsulotomy diameter mark
Rodney I. Kellen
2004· letter· en· Journal of Cataract & Refractive Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
5
citations
affunlabeled
Update On Erbium:YAG lithotripsy
Joel M.H. Teichman, Hyun Wook Kang, Randolph D. Glickman, Ashley J. Welch
2007· article· en· AIP conference proceedings· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Bitot spot: early marker for avoidable blindness
Siddharth Madan, Sarita Beri
2017· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
venueno affno abstractunlabeled
Novel approaches to phacoemulsification in iridoschisis
Michael E. Snyder, Boris Malyugin, Samantha L. Marek
2019· letter· en· Canadian Journal of Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations

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