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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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Environmental and Molecular Mutagenesis
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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
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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.

170 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.
170 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 170 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 170 of 170 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Mps1 as a link between centrosomes and genomic instability
Christopher Kasbek, Ching‐Hui Yang, Harold A. Fisk
2009· article· en· Environmental and Molecular Mutagenesis· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Understanding the importance of low‐molecular weight (ethylene oxide‐ and propylene oxide‐induced) DNA adducts and mutations in risk assessment: Insights from 15 years of research and collaborative discussions
Lynn H. Pottenger, Gunnar Boysen, Karen Brown, Jean Cadet, Robert P. Fuchs, George E. Johnson +1 more
2018· review· en· Environmental and Molecular Mutagenesis· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
Mutagenicity of an aged gasworks soil during bioslurry treatment
Christine Lemieux, Krista D. Lynes, Paul A. White, Staffan Lundstedt, Lars Öberg, Iain B. Lambert
2009· article· en· Environmental and Molecular Mutagenesis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
afffundunlabeled
Establishing a quantitative framework for regulatory interpretation of genetic toxicity dose–response data: Margin of exposure case study of 48 compounds with both in vivo mutagenicity and carcinogenicity dose–response data
Nikolai L. Chepelev, Alexandra S. Long, Marc A. Beal, Tara S. Barton‐Maclaren, George E. Johnson, Kerry L. Dearfield +3 more
2022· article· en· Environmental and Molecular Mutagenesis· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
21
citations

How this was built: Screen · Findings · About