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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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Surgical pathology clinics
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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.

46 results · 1 filter active ·
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20092025
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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.
46 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 46 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 46 of 46 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Parathyroid Pathology
Julie Guilmette, Peter M. Sadow
2019· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
74
citations
affno abstractunlabeled
Uterine Mesenchymal Tumors
Carlos Parra‐Herran, Brooke E. Howitt
2019· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
Gynecologic Manifestations of the DICER1 Syndrome
Colin J.R. Stewart, Adrian Charles, William D. Foulkes
2016· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
A Diagnostic Approach to Adrenocortical Tumors
Anjelica Hodgson, Sara Pakbaz, Özgür Mete
2019· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
46
citations
affno abstractunlabeled
A Guide to Pheochromocytomas and Paragangliomas
Julie Guilmette, Peter M. Sadow
2019· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
43
citations
afffundno abstractunlabeled
Unsupervised Machine Learning in Pathology
Adil Roohi, Kevin Faust, Ugljesa Djuric, Phedias Diamandis
2020· review· en· Surgical pathology clinics· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
43
citations
affno abstractunlabeled
Update on Silicosis
Andrew Churg, Néstor L. Müller
2023· article· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
Intraductal Carcinomas of the Salivary Gland
Emilija Todorovic, Ilan Weinreb
2021· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Cervical Glandular Neoplasia
Gulisa Turashvili, Kay J. Park
2019· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
20
citations
affno abstractunlabeled
Nonserous Ovarian Epithelial Tumors
Guangming Han, Robert A. Soslow
2011· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
9
citations
affno abstractunlabeled
Round Cell Sarcomas
Anita Nagy, Gino R. Somers
2020· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Encapsulated Papillary Carcinoma of the Breast
Anna Marie Mulligan
2009· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
7
citations
affno abstractunlabeled
Molecular Pathology of Ovarian Carcinomas
Martin Köbel, David G. Huntsman
2011· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Daily Dilemmas in Pediatric Gastrointestinal Pathology
Juan Putra, Jeffrey D. Goldsmith
2020· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
6
citations
affno abstractunlabeled
Dysplastic Nevi
Katharina Wiedemeyer, Wolfgang Hartschuh, Thomas Brenn
2021· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Native Cardiac Valve Pathology
John P. Veinot
2012· article· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Kidney Tumors
Farshid Siadat, Mehdi Mansoor, Ondřej Hes, Kiril Trpkov
2022· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Sinonasal Hamartomas
Elan Hahn, Ilan Weinreb
2024· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
3
citations
affno abstractunlabeled
Melanoma Margin Assessment
Martin J. Trotter
2009· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Granulomatous Lung Diseases
Jackie Cheuk Ki Chan, Jennifer M. Boland
2023· article· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Renalomics
Michael Mengel
2014· review· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Gynecologic Pathology
Blaise Clarke, W. Glenn McCluggage
2016· editorial· en· Surgical pathology clinics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Dedication
Kiril Trpkov, Ming Zhou
2022· editorial· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
A Contemporary Approach to Soft Tissue Tumors
Elizabeth G. Demicco
2018· editorial· en· Surgical pathology clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations

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