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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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Dermatology and Skin Diseases
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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.

2,536 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.
2,536 works in the cohort · of 4,299,418page 1 of 51

Labels cover 6 of 2,536 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 2,536 of 2,536 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Two Phase 3 Trials of Dupilumab versus Placebo in Atopic Dermatitis
Eric L. Simpson, Thomas Bieber, Emma Guttman‐Yassky, Lisa A. Beck, Andrew Blauvelt, Michael J. Cork +19 more
2016· article· en· New England Journal of Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2,045
citations
affunlabeled
New insights into atopic dermatitis
Donald Y.M. Leung, Mark Boguniewicz, Michael Howell, Ichiro Nomura, Qutayba Hamid
2004· review· en· Journal of Clinical Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
1,407
citations
affno abstractunlabeled
Guidelines of care for the management of atopic dermatitis
Lawrence F. Eichenfield, Wynnis L. Tom, Sarah L. Chamlin, Steven R. Feldman, Jon M. Hanifin, Eric L. Simpson +17 more
2013· review· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
1,257
citations
affno abstractunlabeled
Guidelines of care for the management of atopic dermatitis
Lawrence F. Eichenfield, Wynnis L. Tom, Timothy G. Berger, Alfons Krol, Amy S. Paller, Kathryn Schwarzenberger +17 more
2014· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
1,208
citations
affno abstractunlabeled
Guidelines of care for the management of atopic dermatitis
Robert Sidbury, Dawn Marie R. Davis, David E. Cohen, Kelly M. Cordoro, Timothy G. Berger, James N. Bergman +17 more
2014· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
871
citations
affno abstractunlabeled
Diagnosis and treatment of atopic dermatitis in children and adults: European Academy of Allergology and Clinical Immunology/American Academy of Allergy, Asthma and Immunology/PRACTALL Consensus Report
Cezmi A. Akdiş, Mübeccel Akdiş, Thomas Bieber, Carsten Bindslev‐Jensen, Mark Boguniewicz, Philippe Eigenmann +16 more
2006· review· en· Journal of Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
460
citations
aboutno affunlabeled
Atopic dermatitis in the pediatric population
Jonathan I. Silverberg, S. Barbarot, Abhijit Gadkari, Eric L. Simpson, Stephan Weidinger, Paola Mina‐Osorio +7 more
2021· article· en· Annals of Allergy Asthma & Immunology· Medicine
distilled prediction:candidate · noneconsensus · none
445
citations
affunlabeled
European S2k Guideline on Chronic Pruritus
Elke Weißhaar, Jacek C. Szepietowski, Florence Dalgard, Simone Garcovich, Uwe Gieler, Ana M. Giménez‐Arnau +9 more
2019· article· en· Acta Dermato Venereologica· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
396
citations
affunlabeled
Coal tar induces AHR-dependent skin barrier repair in atopic dermatitis
Ellen H. van den Bogaard, Judith G.M. Bergboer, Mieke Vonk-Bergers, Ivonne M.J.J. van Vlijmen‐Willems, Stanleyson V. Hato, P.G.M. van der Valk +4 more
2013· article· en· Journal of Clinical Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
370
citations
affunlabeled
IL-37: a new anti-inflammatory cytokine of the IL-1 family
Diana Boraschi, Davide Lucchesi, Stefan Hainzl, Maria Leitner, Elisabeth Maier, Doris Mangelberger +9 more
2011· review· en· European Cytokine Network· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
356
citations
fundno affunlabeled
Efficacy and safety of lebrikizumab (an anti-IL-13 monoclonal antibody) in adults with moderate-to-severe atopic dermatitis inadequately controlled by topical corticosteroids: A randomized, placebo-controlled phase II trial (TREBLE)
Eric L. Simpson, Carsten Flohr, Lawrence F. Eichenfield, Thomas Bieber, Howard Sofen, Alain Taı̈eb +8 more
2018· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
329
citations
afffundno abstractunlabeled
Guidelines of care for the management of atopic dermatitis
Robert Sidbury, Wynnis L. Tom, James N. Bergman, Kevin D. Cooper, Robert A. Silverman, Timothy G. Berger +17 more
2014· article· en· Journal of the American Academy of Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
324
citations
afffundno abstractunlabeled
Atopic dermatitis (eczema) guidelines: 2023 American Academy of Allergy, Asthma and Immunology/American College of Allergy, Asthma and Immunology Joint Task Force on Practice Parameters GRADE– and Institute of Medicine–based recommendations
Derek K. Chu, Lynda C. Schneider, Rachel N. Asiniwasis, Mark Boguniewicz, Anna De Benedetto, Kathy Ellison +32 more
2023· article· en· Annals of Allergy Asthma & Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
317
citations
affunlabeled
Guidelines for the diagnosis and antimicrobial therapy of canine superficial bacterial folliculitis (<scp>A</scp>ntimicrobial<scp>G</scp>uidelines<scp>W</scp>orking<scp>G</scp>roup of the<scp>I</scp>nternational<scp>S</scp>ociety for<scp>C</scp>ompanion<scp>A</scp>nimal<scp>I</scp>nfectious<scp>D</scp>iseases)
Andrew Hillier, D. H. Lloyd, J. Scott Weese, Joseph M. Blondeau, Dawn M. Boothe, Edward B. Breitschwerdt +5 more
2014· review· en· Veterinary Dermatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow+metaepi_broad+sts+research_integrity
309
citations

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