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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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Dermatologic Therapy
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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.

82 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.
82 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 82 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 82 of 82 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Folliculitis decalvans
Nina Otberg, Hoon Kang, Abdullateef A. Alzolibani, Jerry Shapiro
2008· review· en· Dermatologic Therapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
153
citations
affunlabeled
Hypersensitivity to preservatives
Denis Sasseville
2004· review· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
114
citations
affunlabeled
Lichen planopilaris
Hoon Kang, Abdullateef A. Alzolibani, Nina Otberg, Jerry Shapiro
2008· review· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
113
citations
affunlabeled
Hidradenitis suppurativa: a review
Marni Wiseman
2004· review· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
112
citations
affunlabeled
Psoriatic arthritis
Dafna D. Gladman
2009· review· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
106
citations
affunlabeled
Psoriatic arthritis
Dafna D. Gladman
2004· review· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Pseudopelade of Brocq
Abdullateef A. Alzolibani, Hoon Kang, Nina Otberg, Jerry Shapiro
2008· review· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Tapinarof for the treatment of psoriasis
Sofia Nogueira, Maria Alexandra Rodrigues, Ronald Vender, Tiago Torres
2022· review· en· Dermatologic Therapy· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Morgellons disease?
Robert Accordino, Danielle E. Engler, Iona H. Ginsburg, John Koo
2008· article· en· Dermatologic Therapy· Psychology
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Secondary cicatricial and other permanent alopecias
Andreas M. Finner, Nina Otberg, Jerry Shapiro
2008· review· en· Dermatologic Therapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
27
citations
aboutno affunlabeled
New fillers for the new man
Kevin Smith
2007· article· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Cicatricial alopecias
Jerry Shapiro
2008· article· en· Dermatologic Therapy· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
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