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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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Nature reviews. Cancer
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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.

116 results · 1 filter active ·
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20022025
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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.
116 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 116 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 116 of 116 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Brain metastasis
Adrienne Boire, Priscilla K. Brastianos, Livia Garzia, Manuel Valiente
2019· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
458
citations
affno abstractunlabeled
TIMPs: versatile extracellular regulators in cancer
Hartland W. Jackson, Virginie Defamie, Paul Waterhouse, Rama Khokha
2016· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
456
citations
fundno affno abstractunlabeled
Differentiation therapy revisited
Hugues de Thé
2017· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
455
citations
afffundno abstractunlabeled
The pathogenesis of pituitary tumours
L. Sylvia, Shereen Ezzat
2002· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
434
citations
affno abstractunlabeled
Metabolic control of epigenetics in cancer
Adam Kinnaird, Steven Zhao, Kathryn E. Wellen, Evangelos D. Michelakis
2016· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
431
citations
affno abstractunlabeled
Antisense therapy for cancer
Martin Gleave, Brett P. Monia
2005· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
399
citations
fundno affno abstractunlabeled
Brain metastases as preventive and therapeutic targets
Patricia S. Steeg, Kevin Camphausen, Quentin R. Smith
2011· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
371
citations
affno abstractunlabeled
Targeting the protein kinase C family: are we there yet?
Helen Mackay, Christopher Twelves
2007· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
370
citations
affno abstractunlabeled
Gap junctions and cancer: communicating for 50 years
Trond Aasen, Marc Mesnil, Christian C. Naus, Paul D. Lampe, Dale W. Laird
2016· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
367
citations
affno abstractunlabeled
MYC protein interactors in gene transcription and cancer
Corey Lourenco, Diana Resetca, Cornelia Redel, Peter Lin, Alannah S. MacDonald, Roberto Ciaccio +7 more
2021· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
352
citations
affno abstractunlabeled
Myelodysplastic syndromes: the complexity of stem-cell diseases
Seth J. Corey, Mark D. Minden, Dwayne L. Barber, Hagop M. Kantarjian, Jean Wang, Aaron D. Schimmer
2007· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
341
citations
fundno affno abstractunlabeled
Tissue-specific tumorigenesis: context matters
Günter Schneider, Marc Schmidt‐Supprian, Roland Rad, Dieter Saur
2017· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
321
citations
affno abstractunlabeled
Does tumour dormancy offer a therapeutic target?
Paul E. Goss, Ann F. Chambers
2010· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
305
citations
afffundno abstractunlabeled
Implications and challenges of connexin connections to cancer
Christian C. Naus, Dale W. Laird
2010· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
303
citations
affno abstractunlabeled
Exercise-dependent regulation of the tumour microenvironment
Graeme J. Koelwyn, Daniela F. Quail, Xiang Zhang, Richard M. White, Lee W. Jones
2017· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
288
citations
affno abstractunlabeled
Insights from transgenic mouse models of ERBB2-induced breast cancer
Josie Ursini‐Siegel, Babette Schade, Robert D. Cardiff, William J. Muller
2007· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
268
citations
affno abstractunlabeled
Origins of leukaemia in children with Down syndrome
Johann Hitzler, Alvin Zipursky
2005· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
214
citations
affno abstractunlabeled
The epigenomics of sarcoma
Benjamin A. Nacev, Kevin B. Jones, Andrew M. Intlekofer, Jamie Yu, C. David Allis, William D. Tap +2 more
2020· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · noneconsensus · none
208
citations
affno abstractunlabeled
Revisiting the biological roles of PAI2 (SERPINB2) in cancer
David R. Croucher, Darren N. Saunders, Sergei Lobov, Marie Ranson
2008· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
206
citations
affno abstractunlabeled
Non-canonical functions of the RB protein in cancer
Frederick A. Dick, David W. Goodrich, Julien Sage, Nicholas J. Dyson
2018· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
173
citations
affno abstractunlabeled
Non-angiogenic tumours and their influence on cancer biology
Tom Dønnem, Andrew R. Reynolds, Elizabeth A. Kuczynski, Kevin C. Gatter, Peter Vermeulen, Robert S. Kerbel +2 more
2018· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
149
citations
fundno affno abstractunlabeled
Targeted protein degradation for cancer therapy
Matthias Hinterndorfer, Valentina A. Spiteri, Alessio Ciulli, Georg E. Winter
2025· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
138
citations
afffundno abstractunlabeled
Computational prediction of cancer-gene function
Pingzhao Hu, Gary D. Bader, Dennis A. Wigle, Andrew Emili
2006· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
93
citations
affno abstractunlabeled
The biology of ependymomas and emerging novel therapies
Amr H. Saleh, Nardin Samuel, Kyle Juraschka, Mohammad H. Saleh, Michael D. Taylor, Michael G. Fehlings
2022· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Targeting cancer cell dormancy
Judith Agudo, Julio A. Aguirre‐Ghiso, Mickie Bhatia, Lewis A. Chodosh, Ana Luísa Correia, Christoph A. Klein
2023· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
66
citations
affno abstractunlabeled
Epigenomic heterogeneity as a source of tumour evolution
Marthe Laisné, Mathieu Lupien, Céline Vallot
2024· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
65
citations
affno abstractunlabeled
Neuro-immune cross-talk in cancer
Moran Amit, Tuany Eichwald, A. Roger, Jennifer L. Anderson, Aeson Chang, Paola D. Vermeer +3 more
2025· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
57
citations

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