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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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Facial Rejuvenation and Surgery Techniques
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
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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.

640 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.
640 works in the cohort · of 4,299,418page 1 of 13

Labels cover 6 of 640 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 640 of 640 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Avoiding and Treating Blindness From Fillers
Katie Beleznay, Jean Carruthers, Shannon Humphrey, Derek Jones
2015· review· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
503
citations
affunlabeled
The Facial Aging Process From the “Inside Out”
Arthur Swift, Steven Liew, Susan Weinkle, Julie K. Garcia, Michael Silberberg
2020· review· en· Aesthetic Surgery Journal· Medicine
distilled prediction:candidate · noneconsensus · none
370
citations
affunlabeled
Blindness Caused by Cosmetic Filler Injection
Jean Carruthers, Steve Fagien, Rod J. Rohrich, Susan Weinkle, Alastair Carruthers
2014· review· en· Plastic & Reconstructive Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
282
citations
affunlabeled
Upper Face
Jonathan M. Sykes, Sebastian Cotofana, Patrick Trévidic, Nowell Solish, Jean Carruthers, Alastair Carruthers +5 more
2015· review· en· Plastic & Reconstructive Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
192
citations
affunlabeled
Validated Assessment Scales for the Lower Face
Rhoda S. Narins, Jean Carruthers, Timothy C. Flynn, Thorin L. Geister, Roman Görtelmeyer, Bhushan Hardas +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
164
citations
affunlabeled
Validated Assessment Scales for the Upper Face
Timothy C. Flynn, Alastair Carruthers, Jean Carruthers, Thorin L. Geister, Roman Görtelmeyer, Bhushan Hardas +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
131
citations
affunlabeled
Validated Assessment Scales for the Mid Face
Jean Carruthers, Timothy C. Flynn, Thorin L. Geister, Roman Görtelmeyer, Bhushan Hardas, Silvia Himmrich +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
95
citations
affunlabeled
Facial Sculpting and Tissue Augmentation
Jean Carruthers, Alastair Carruthers
2005· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Face Lift
Richard J. Warren, Sherrell J. Aston, Bryan C. Mendelson
2011· article· en· Plastic & Reconstructive Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
affunlabeled
A Validated Grading Scale for Crow's Feet
Alastair Carruthers, Jean Carruthers, Bhushan Hardas, Mandeep Kaur, ROMAN GOERTELMEYER, Derek Jones +11 more
2008· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Lower Face
André Braz, Shannon Humphrey, Susan Weinkle, Gilbert Yee, B. Kent Remington, Z. Paul Lorenc +9 more
2015· review· en· Plastic & Reconstructive Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
84
citations
affunlabeled
Quantitative Facial Asymmetry
Helena O. Taylor, Clinton Morrison, Olivia E. Linden, Benjamin Phillips, Johnny T. Chang, Margaret E. Byrne +2 more
2014· article· en· Journal of Craniofacial Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Validated Composite Assessment Scales for the Global Face
Berthold Rzany, Alastair Carruthers, Jean Carruthers, Timothy C. Flynn, Thorin L. Geister, Roman Görtelmeyer +12 more
2012· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
A Validated Grading Scale for Forehead Lines
Alastair Carruthers, Jean Carruthers, Bhushan Hardas, Mandeep Kaur, ROMAN GOERTELMEYER, Derek Jones +11 more
2008· article· en· Dermatologic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
78
citations
affunlabeled
Filler Migration
David R. Jordan, Bazil Stoica
2015· review· en· Ophthalmic Plastic and Reconstructive Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
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