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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.

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 and Metastasis Reviews
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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
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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.

80 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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Hypoxia-driven selection of the metastatic phenotype
Richard Sullivan, Charles H. Graham
2007· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
403
citations
affno abstractunlabeled
The tyrosine phosphatase Shp2 (PTPN11) in cancer
Gordon Chan, Demetrios Kalaitzidis, Benjamin G. Neel
2008· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
381
citations
affno abstractunlabeled
PRL PTPs: mediators and markers of cancer progression
Darrell C. Bessette, Dexin Qiu, Catherine J. Pallen
2008· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
198
citations
affno abstractunlabeled
Tumor Physiology and Drug Resistance
Ian F. Tannock
2001· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
127
citations
affno abstractunlabeled
Drug Resistance in Cancer: A Perspective
James H. Goldie
2001· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
103
citations
affno abstractunlabeled
Natural history of bronchial preinvasive lesions
Taichiro Ishizumi, Annette McWilliams, Calum MacAulay, Adi F. Gazdar, Stephen Lam
2010· review· en· Cancer and Metastasis Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
100
citations
affno abstractunlabeled
TGFβ and Wnt pathway cross-talk
Liliana Attisano, Étienne Labbé
2003· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
99
citations
afffundno abstractunlabeled
Targeting MAPK pathway in melanoma therapy
Yabin Cheng, Guohong Zhang, Gang Li
2013· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
96
citations
affno abstractunlabeled
Molecular mechanisms of metastasis
Dave S.�B. Hoon, Minoru Kitago, Joseph Kim, Takuji Mori, Adriano Piris, Katherine Szyfelbein +12 more
2006· review· en· Cancer and Metastasis Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
69
citations
afffundno abstractunlabeled
Ovarian cancer molecular pathology
Rémi Longuespée, C. Boyon, Annie Desmons, D. Vinatier, Éric Leblanc, Isabelle Farré +6 more
2012· review· en· Cancer and Metastasis Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
63
citations
affno abstractunlabeled
Tek/Tie2 Signaling: New and Old Partners
Nina Jones
2000· review· en· Cancer and Metastasis Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affno abstractunlabeled
Targeting DNA damage repair pathways in pancreas cancer
Fionnuala Crowley, Wungki Park, Eileen M. O’Reilly
2021· review· en· Cancer and Metastasis Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
45
citations

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