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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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AI in cancer detection
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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.

1,463 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.
1,463 works in the cohort · of 4,299,418page 11 of 30

Labels cover 4 of 1,463 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 1,463 of 1,463 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Knowledge Based Versus Data Based
Peter Savadjiev, Caroline Reinhold, Diego R. Martín, Reza Forghani
2020· review· en· Neuroimaging Clinics of North America· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
11
citations
affunlabeled
A Pilot Validation Study Comparing Fluorescence-Imitating Brightfield Imaging, A Slide-Free Imaging Method, With Standard Formalin-Fixed, Paraffin-Embedded Hematoxylin-Eosin–Stained Tissue Section Histology for Primary Surgical Pathology Diagnosis
Alexander D. Borowsky, Richard M. Levenson, Allen M. Gown, Taryn Morningstar, Thomas A. Fleury, Gregory C. Henderson +5 more
2023· article· en· Archives of Pathology & Laboratory Medicine· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affunlabeled
Web–Based Framework For Breast Cancer Classification
Tomasz Bruździński, Adam Krzyżak, Thomas Fevens, Łukasz Jeleń
2014· article· en· Journal of Artificial Intelligence and Soft Computing Research· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
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How this was built: Screen · Findings · About