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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 Genetics
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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.

138 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.
138 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 138 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 138 of 138 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.

affno abstractunlabeled
Progress in toxicogenomics to protect human health
Matthew J. Meier, Joshua Harrill, Kamin J. Johnson, Russell S. Thomas, Weida Tong, Julia E. Rager +1 more
2024· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
Rare diseases and now rare data?
Deborah Mascalzoni, Bartha Maria Knoppers, Ségolène Aymé, Matteo Macilotti, Hugh Dawkins, Simon Woods +1 more
2013· review· en· Nature Reviews Genetics· Medicine
machine prediction:candidate · metaresearchconsensus · none
26
citations
affno abstractunlabeled
The case for locus-specific databases
Mark E. Samuels, Guy A. Rouleau
2011· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Gene banks and blanket consent
Timothy Caulfield
2002· review· en· Nature Reviews Genetics· Medicine
machine prediction:candidate · research_integrityconsensus · none
14
citations
affno abstractunlabeled
The continuum of transcription factor affinities
Carl G. de Boer
2024· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Ethical governance for genomic data science in the cloud
Vasiliki Rahimzadeh, Sarah C. Nelson, Adrian Thorogood, Jonathan Lawson, Stephanie M. Fullerton
2024· review· en· Nature Reviews Genetics· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Heritable contributions versus genetic architecture
Nicholas J. Timpson, Celia M.T. Greenwood, Nicole Soranzo, Daniel J. Lawson, J. Brent Richards
2018· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Genetics services and market forces
Timothy Caulfield
2002· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Regulatory genome annotation
Sushant Kumar, Mark Gerstein
2025· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Genetics, 'family consent' and the law
Timothy Caulfield
2002· review· en· Nature Reviews Genetics· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Harnessing evolution to infer protein networks
Nozomu Yachie
2025· article· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ethics Watch
Myléne Deschênes
2004· review· en· Nature Reviews Genetics· Medicine
machine prediction:candidate · research_integrityconsensus · none
0
citations
affno abstractunlabeled
Of mice and... fish
Magdalena Skipper
2002· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
BRCA1 and friends 30 years on
William D. Foulkes
2024· review· en· Nature Reviews Genetics· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations

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