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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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Archives of Pathology & Laboratory Medicine
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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.

557 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.
557 works in the cohort · of 4,299,418page 4 of 12

Labels cover 1 of 557 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 557 of 557 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.

aboutno affunlabeled
The Society of Surgical Oncology–American Society for Radiation Oncology Consensus Guideline on Margins for Breast-Conserving Surgery With Whole-Breast Irradiation in Stages I and II Invasive Breast Cancer: Perspectives for Pathologists
Stuart J. Schnitt, Meena S. Moran, Nehmat Houssami, Monica Morrow
2014· editorial· en· Archives of Pathology & Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Extra-Axial Chordoma
Lisa Difrancesco, Cristobal A. Davanzo Castillo, Walley Temple
2006· article· en· Archives of Pathology & Laboratory Medicine· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Comparative Genomic Hybridization
Irene Barrett, Brenda Lomax, Tatiana Loukianova, Steven Tang, Valia S. Lestou, Dagmar K. Kalousek
2001· article· en· Archives of Pathology & Laboratory Medicine· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
aboutno affunlabeled
Zika and the Blood Supply: A Work in Progress
Louis M. Katz, Susan Rossmann
2016· article· en· Archives of Pathology & Laboratory Medicine· Medicine
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Proportion Positive for Epstein-Barr Virus, Cytomegalovirus, Human Herpesvirus 6, Toxoplasma, and Human Immunodeficiency Virus Types 1 and 2 in Heterophile-Negative Patients With an Absolute Lymphocytosis or an Instrument-Generated Atypical Lymphocyte Flag
Yotis Tsaparas, Malcolm L. Brigden, Richard Mathias, Éva Thomas, Janet Raboud, Patrick Doyle
2000· article· en· Archives of Pathology & Laboratory Medicine· Medicine
machine prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Cancer Biomarkers: The Role of Structured Data Reporting
Ross W. Simpson, Michael A. Berman, Philip Foulis, Dimitrios X. G. Divaris, George Birdsong, Jaleh Mirza +4 more
2014· review· en· Archives of Pathology & Laboratory Medicine· Computer Science
machine prediction:candidate · metaresearchconsensus · none
27
citations
affunlabeled
Cyclin D1 Expression in Dysplastic Nevi
Carol A. Ewanowich, Russell K. Brynes, L. Jeffrey Medeiros, Althea McCourty, Raymond Lai
2001· article· en· Archives of Pathology & Laboratory Medicine· Medicine
machine prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Colonic Carcinoid Metastatic to the Breast
Rani Kanthan, Fernando Negreiros, Selliah Kanthan
2003· article· en· Archives of Pathology & Laboratory Medicine· Medicine
machine prediction:candidate · noneconsensus · none
24
citations
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How this was built: Screen · Findings · About