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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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Acne and Rosacea Treatments and Effects
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
aboutaboutness

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

659 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
Language
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
659 works in the cohort · of 4,299,418page 1 of 14

Labels cover 1 of 659 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 659 of 659 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
European Evidence‐based (S3) Guidelines for the Treatment of Acne
Alexander Nast, Brigitte Dréno, Vincenzo Bettoli, Klaus Degitz, R. Erdmann, A.Y. Finlay +14 more
2012· article· en· Journal of the European Academy of Dermatology and Venereology· Medicine
distilled prediction:candidate · noneconsensus · none
422
citations
afffundno abstractunlabeled
Guidelines of care for the management of acne vulgaris
Rachel V. Reynolds, Howa Yeung, Carol E. Cheng, Fran Cook-Bolden, Seemal R. Desai, Kelly M. Druby +10 more
2024· review· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
412
citations
affunlabeled
Rosacea: New Concepts in Classification and Treatment
Esther J van Zuuren, B.W.M. Arents, Mireille M. D. van der Linden, Sofieke Vermeulen, Zbys Fedorowicz, Jerry Tan
2021· review· en· American Journal of Clinical Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
327
citations
affunlabeled
Treatment of Acne Vulgaris
Aamir Haider
2004· review· en· JAMA· Medicine
distilled prediction:candidate · noneconsensus · none
274
citations
affno abstractunlabeled
Rosacea: Current state of epidemiology
Jerry Tan, Mats Berg
2013· review· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
260
citations
affunlabeled
Epidemiology of Acne
Brigitte Dréno, F. Poli
2003· article· en· Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
236
citations
affno abstractunlabeled
Beliefs and perceptions of patients with acne
Jerry Tan, Kirsten Vasey, Karen Y. Fung
2001· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
173
citations
aboutno affunlabeled
Diet and acne: a review of the evidence
Elsa H. Spencer, Hope Ferdowsian, Neal D. Barnard
2009· review· en· International Journal of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
165
citations
affunlabeled
Dermatology: how to manage acne vulgaris
Alexander K. C. Leung, Benjamin Barankin, Joseph M. Lam, Kin Fon Leong, Kam‐Lun Ellis Hon
2021· review· en· Drugs in Context· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
160
citations
affno abstractunlabeled
Can We Define Acne as a Chronic Disease?
Harald Gollnick, A.Y. Finlay, Neil H. Shear
2008· review· en· American Journal of Clinical Dermatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
151
citations
affunlabeled
Psychosocial Effects of Acne
David R. Thomas
2005· review· en· Journal of Cutaneous Medicine and Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
148
citations
affvenueunlabeled
Management of acne
J. Kraft, Anatoli Freiman
2011· review· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
135
citations
affunlabeled
Rosacea and its management: an overview
Aditya K. Gupta, MM Chaudhry
2005· review· en· Journal of the European Academy of Dermatology and Venereology· Medicine
distilled prediction:candidate · noneconsensus · none
134
citations
affunlabeled
Postinflammatory Hyperpigmentation
Susan C. Taylor, Pearl E. Grimes, Joyce Lim, Sungbin Im, Harvey Lui
2009· review· en· Journal of Cutaneous Medicine and Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
131
citations
affno abstractunlabeled
A pilot quality-of-life instrument for acne rosacea
Kimberly Nicholson, Liana Abramova, Mary‐Margaret Chren, Jensen Yeung, Susan Y. Chon, Suephy C. Chen
2007· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
106
citations
affunlabeled
Heredity: A Prognostic Factor for Acne
F. Ballanger, P. Baudry, Jean‐Michel Nguyen, Amir Khammari, Brigitte Dréno
2006· article· en· Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
103
citations

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