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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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Cutaneous Melanoma Detection and Management
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.

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.

1,482 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.
1,482 works in the cohort · of 4,299,418page 12 of 30

Labels cover 3 of 1,482 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 1,482 of 1,482 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Graph-based pigment network detection in skin images
Maryam Sadeghi, Majid Razmara, Martin Ester, T. K. Lee, M. Stella Atkins
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Compound blue nevus: a reappraisal of the concept in the genomic era
Julien Jaquemus, Émilie Perron, Adrien Buisson, Gerardo Ferrara, Véronique Haddad, Arnaud de la Fouchardière
2019· article· en· Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Intraoral Spitz nevus: case report and literature review
Chia‐Cheng Li, Terence J. Harrist, Vikki Noonan, Sook‐Bin Woo
2013· review· en· Oral Surgery Oral Medicine Oral Pathology and Oral Radiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
10
citations
affunlabeled
Lesional therapies for in‐transit melanoma
Ashlie Nadler, Nicole J. Look Hong, Nasrin Alavi, Wadid Abadir, Frances C. Wright
2020· article· en· Journal of Surgical Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
venueno affno abstractunlabeled
10.1016/b978-0-7020-6275-9.00161-6
2000· book-chapter· en· Time to knit· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
affunlabeled
Molecular pathology of cutaneous melanoma
Léon C.L.T. van Kempen, Margaret Redpath, Caroline Robert, Alan Spatz
2014· review· en· Melanoma Management· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
afffundunlabeled
The State of Artificial Intelligence in Skin Cancer Publications
Maxine Joly-Chevrier, Anne Xuan-Lan Nguyen, Laurence Liang, Michael Lesko-Krleza, Philippe Lefrançois
2024· article· en· Journal of Cutaneous Medicine and Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Workload measurement in subspecialty dermatopathology
Garnet Horne, Domingo F. Barber, Andrea K. Bruecks, Raymond Maung, Martin J. Trotter
2008· article· en· Journal of Clinical Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
9
citations
affvenueunlabeled
Pigmented Bowen disease
Linghong Linda Zhou, Nisha Mistry
2017· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations

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