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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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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
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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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Categories
Machine labels · sparse coverage
Evidence
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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 3 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
Challenges to cancer control by screening
Michaël Pollak, William D. Foulkes
2003· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
27
citations
affno abstractunlabeled
Neutrophil extracellular traps in cancer
Muhammad H. Shahzad, Roni Rayes, Jonathan Cools‐Lartigue, Jonathan Spicer
2025· article· en· Nature reviews. Cancer· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Targeting phagocytosis checkpoints for cancer immunotherapy
André Veillette, Jiaxin Li, Cristian Camilo Galindo, D C Davidson, Zheng-Hai Tang
2025· article· en· Nature reviews. Cancer· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Tumour tissue: heterogeneous, but not disordered
Barbara T. Grünwald, Rama Khokha
2025· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
5
citations
aboutno affunlabeled
Assessment of ANFO on the Environment
Sylvie Brochu
2010· article· en· Nature reviews. Cancer· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
We cannot ignore the cancer risks of wildfires
Scott Weichenthal
2025· review· en· Nature reviews. Cancer· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
What cancer survivors can teach cancer researchers
Victoria J. Forster
2022· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
2
citations
affno abstractunlabeled
Epidemiology of drug interactions in cancer patients
Rachel P. Riechelmann, Monika K. Krzyzanowska
2006· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affno abstractunlabeled
Reply
Michaël Pollak
2005· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The authors reply
Francesco Bertolini, Yuval Shaked, Patrizia Mancuso, Robert S. Kerbel
2006· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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