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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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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
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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 9 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.

afffundno abstractunlabeled
Reply
Balwantray C. Chauhan, Jayme R Vianna, Claude F. Burgoyne
2020· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply
Roxane J. Hillier, Rajeev H. Muni
2019· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Seeing Through Walls: Subhyaloid Hemorrhage
Netan Choudhry, John Golding, Rajesh C. Rao
2016· article· 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
Paucisymptomatic Disc Edema in Secondary Syphilis
Angelica Hanna, Arshia Eshtiaghi, Rahul Sharma
2025· article· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Reply
Paul T. Finger, Ankit Singh Tomar, Brenda Gallie, Tero Kivelä, Ashwin Mallipatna, Chengyue Zhang +35 more
2022· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Author reply
Alejandro Lichtinger, Sonia N. Yeung, David S. Rootman, Allan R. Slomovic
2013· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundno abstractunlabeled
Reply
Ellen E. Freeman, Gisèle Li
2020· letter· en· Ophthalmology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About