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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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Cancer Cytopathology
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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.

127 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.
127 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 127 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 127 of 127 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Biospecimen reporting for improved study quality (BRISQ)
Helen M. Moore, Andréa B. Kelly, Scott D. Jewell, Lisa M. McShane, Douglas P. Clark, Renata Greenspan +13 more
2011· article· en· Cancer Cytopathology· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
191
citations
affunlabeled
Fine‐needle aspiration of renal and extrarenal rhabdoid tumors
Thomas A. Thomson, Jerzy Klijanienko, Jérôme Couturier, Hervé J. Brisse, Gaëlle Pierron, Paul Fréneaux +3 more
2010· article· en· Cancer Cytopathology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
43
citations
affaboutunlabeled
Minimizing delays in DNA retrieval: The “freezer method” for glass coverslip removal. Letter to the editor regarding comparative study of epidermal growth factor receptor mutation analysis on cytology smears and surgical pathology specimens from primary and metastatic lung carcinomas
Gilda da Cunha Santos, Mônica Schröder, Julie Baoqian Zhu, Mauro Saieg, William R. Geddie, Scott Boerner +1 more
2013· letter· en· Cancer Cytopathology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
Maximizing the yield of lymph node cytology
Gilda da Cunha Santos, Scott Boerner, William R. Geddie
2011· article· en· Cancer Cytopathology· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
aboutno affunlabeled
COVID‐19's multipronged attack on mental health
Bryn Nelson, David Kaminsky
2020· article· en· Cancer Cytopathology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
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How this was built: Screen · Findings · About