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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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Histopathology
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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.

399 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.
399 works in the cohort · of 4,299,418page 1 of 8

Labels cover 2 of 399 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 399 of 399 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
Bioprosthetic heart valves: modes of failure
Raheela Siddiqui, Johnathan Rajiv Abraham, Jagdish Butany
2009· review· en· Histopathology· Medicine
machine prediction:candidate · noneconsensus · none
267
citations
affunlabeled
Gleason grading: past, present and future
Brett Delahunt, Rose Miller, John R. Srigley, Andrew Evans, Hemamali Samaratunga
2011· article· en· Histopathology· Medicine
machine prediction:candidate · noneconsensus · none
116
citations
affunlabeled
Applications of microarrays to histopathology
Matt van de Rijn, C. Blake Gilks
2004· review· en· Histopathology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
102
citations
affunlabeled
The histopathology of drugs of abuse
Christopher M. Milroy, Jacqueline L. Parai
2011· review· en· Histopathology· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
90
citations
afffundunlabeled
Delayed appearance of decorin in healing burn scars
Sayani, Dodd, Nedelec, Shen, Ghahary, Tredget +1 more
2000· article· en· Histopathology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
84
citations
affunlabeled
Desquamative interstitial pneumonia
Henry D. Tazelaar, Andrew Churg
2010· review· en· Histopathology· Medicine
machine prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Pathology of the liver sinusoids
Elizabeth M. Brunt, Annette S.H. Gouw, Stefan G. Hübscher, Dina Tiniakos, Pierre Bédossa, Alastair D. Burt +9 more
2014· review· en· Histopathology· Medicine
machine prediction:candidate · noneconsensus · none
77
citations
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