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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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Hair Growth and Disorders
Retraction
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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.

752 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.
752 works in the cohort · of 4,299,418page 2 of 16

Labels cover 4 of 752 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 752 of 752 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.

affno abstractunlabeled
Alopecia Areata: An Updated Review for 2023
Cathryn Sibbald
2023· review· en· Journal of Cutaneous Medicine and Surgery· Medicine
machine prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
Identification of Autoantigen Epitopes in Alopecia Areata
Eddy H.C. Wang, Mei Yu, Trisia Breitkopf, Noushin Akhoundsadegh, Xiaojie Wang, Feng-Tao Shi +4 more
2016· article· en· Journal of Investigative Dermatology· Medicine
machine prediction:candidate · noneconsensus · none
95
citations
affno abstractunlabeled
Current Treatment of Alopecia Areata
Jerry Shapiro
2013· review· en· Journal of Investigative Dermatology Symposium Proceedings· Medicine
machine prediction:candidate · noneconsensus · none
94
citations
fundno affunlabeled
Dissecting the bulge in hair regeneration
Peggy Myung, Mayumi Ito
2012· review· en· Journal of Clinical Investigation· Medicine
machine prediction:candidate · noneconsensus · none
89
citations
affunlabeled
Italian Guidelines in diagnosis and treatment of alopecia areata
Alfredo Rossi, Marta Muscianese, Bianca Maria Piraccini, Michela Starace, Marta Carlesimo, Victor Desmond Mandel +60 more
2019· article· it· Giornale Italiano di Dermatologia e Venereologia· Medicine
machine prediction:candidate · noneconsensus · none
88
citations
affno abstractunlabeled
Primary cicatricial alopecia
Chantal Bolduc, Leonard C. Sperling, Jerry Shapiro
2016· review· en· Journal of the American Academy of Dermatology· Medicine
machine prediction:candidate · noneconsensus · none
86
citations
affno abstractunlabeled
Management of Hair Loss
Elizabeth K. Ross, Jerry Shapiro
2005· review· en· Dermatologic Clinics· Medicine
machine prediction:candidate · noneconsensus · none
80
citations
affno abstractunlabeled
Alopecia areata update
Shabnam Madani, Jerry Shapiro
2000· article· en· Journal of the American Academy of Dermatology· Medicine
machine prediction:candidate · noneconsensus · none
80
citations
afffundunlabeled
Dynamic Plasticity of Axons within a Cutaneous Milieu
Chu Cheng, Gui Fang Guo, Jose A. Martinez, Vandana Singh, Douglas W. Zochodne
2010· article· en· Journal of Neuroscience· Medicine
machine prediction:candidate · noneconsensus · none
79
citations
affno abstractunlabeled
Pattern Hair Loss in Men
Nusrat Banka, M. J. Kristine Bunagan, Jerry Shapiro
2012· review· en· Dermatologic Clinics· Medicine
machine prediction:candidate · noneconsensus · none
79
citations
affunlabeled
Bald Is Beautiful?
Patricia Tucker
2009· review· en· Journal of Health Psychology· Medicine
machine prediction:candidate · noneconsensus · none
75
citations
affunlabeled
Practical management of hair loss.
Jerry Shapiro, Marni Wiseman, Harvey Lui
2000· article· en· PubMed· Medicine
machine prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Endogenous Retinoids in the Pathogenesis of Alopecia Areata
F. Jason Duncan, Kathleen A. Silva, Charles J. Johnson, Benjamin L. King, Jin P. Szatkiewicz, Sonya P. Kamdar +8 more
2012· article· en· Journal of Investigative Dermatology· Medicine
machine prediction:candidate · noneconsensus · none
66
citations

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