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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 Biotechnology
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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.

482 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.
482 works in the cohort · of 4,299,418page 8 of 10

Labels cover 2 of 482 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 482 of 482 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Gene patents—more evidence needed, but policymakers must act
E. Richard Gold, Tania Bubela, Fiona A. Miller, Dianne Nicol, Tina Piper
2007· letter· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
7
citations
affno abstractunlabeled
Deep-learning-based virtual screening of antibacterial compounds
Gabriele Scalia, Steven T. Rutherford, Ziqing Lu, Kerry R. Buchholz, Nicholas J. Skelton, Kangway V. Chuang +14 more
2025· article· en· Nature Biotechnology· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Antibody-lectin chimeras for glyco-immune checkpoint blockade
Jessica C. Stark, Melissa A. Gray, Itziar Ibarlucea-Benitez, Marta Lustig, Annalise Bond, B. Cho +15 more
2025· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
7
citations
affno abstractunlabeled
Biotechnology as religion
Leigh Turner
2004· article· en· Nature Biotechnology· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
6
citations
affno abstractunlabeled
Modeling human lung infections in mice
Hergen Spits, Julien Villaudy
2019· letter· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
6
citations
affno abstractunlabeled
Championing leadership development in healthcare
Arjun Law, Danielle Rodin, Meredith Giuliani, Fábio Ynoe de Moraes
2020· article· en· Nature Biotechnology· Psychology
distilled prediction:candidate · research_integrityconsensus · research_integrity
6
citations
affno abstractunlabeled
Agtech infrastructure for pandemic preparedness
Steven R. Webb, Richard M. Twyman, Maurice Moloney
2020· letter· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
6
citations
affno abstractunlabeled
Functional misassignment of genes
Soon‐Seog Jeong, Ridong Chen
2001· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Cas9 in close-up
E.L. Garside, Andrew M. MacMillan
2014· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Identification of non-canonical peptides with moPepGen
Chenghao Zhu, Lydia Liu, Annie Ha, Takafumi N. Yamaguchi, Helen He Zhu, Rupert Hugh-White +4 more
2025· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
An integrated microprobe for the brain
Carolina Gutierrez Herrera, Antoine Adamantidis
2015· letter· en· Nature Biotechnology· Neuroscience
distilled prediction:candidate · research_integrityconsensus · research_integrity
5
citations
affno abstractunlabeled
Combinatorial chemistry gives cell biology some muscle
Dennis G. Hall
2000· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
5
citations
aboutno affno abstractunlabeled
First-quarter biotech job picture
Michael Francisco
2011· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
5
citations
affno abstractunlabeled
Playing tag with the yeast proteome
Brenda Andrews, Gary D. Bader, Charles Boone
2003· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Interpreting the T-cell receptor repertoire
Robert A. Holt
2017· letter· en· Nature Biotechnology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
4
citations
affno abstractunlabeled
Knocking sense into regulatory pathways
Guri Giaever, Corey Nislow
2009· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
4
citations
affno abstractunlabeled
Voices of biotech leaders
Katrine Bosley, Charlotte Casebourn, Priscilla Chan, Janice Chen, Michael Chen, George M. Church +31 more
2021· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
4
citations
afffundno abstractunlabeled
Reply to: "Brain modulation and patent law"
Judy Illes, Zelma H. T. Kiss, Dylan Roskams-Edris, Stacey Anderson-Redick
2019· letter· en· Nature Biotechnology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
4
citations
aboutno affno abstractunlabeled
Fourth-quarter biotech job picture
Michael Francisco
2016· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
4
citations
aboutno affno abstractunlabeled
Fourth-quarter biotech job picture
Michael Francisco
2013· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
4
citations
affno abstractunlabeled
National Academies report has broad support
Paul Vincelli, Douglas B. Jackson‐Smith, Michael P. Holsapple, Michael A. Grusak, Matthew Harsh, Theodore Klein +8 more
2017· letter· en· Nature Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
3
citations
aboutno affno abstractunlabeled
Second-quarter biotech job picture
Michael Francisco
2016· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
aboutno affno abstractunlabeled
First-quarter biotech job picture
Michael Francisco
2014· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Comprehensive catalog of European biobanks
H‐Erich Wichmann, Klaus A. Kuhn, Mélanie Waldenberger, Dominik Schmelcher, Simone Schuffenhauer, Thomas Meitinger +20 more
2011· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Sequence-activity relationships guide directed evolution
Joelle N. Pelletier, Robert Lortie
2007· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Why reinvent risk?
Robert C. Lee
2003· letter· en· Nature Biotechnology· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
affno abstractunlabeled
At the heart of genetic testing
Stephen Strauss
2010· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Metagenomics meets read clouds
Jacqueline Goordial, Jennifer Ronholm
2018· article· en· Nature Biotechnology· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
2
citations
fundno affno abstractunlabeled
Academic partnerships 2014
Brady Huggett
2015· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
The Monsanto decision: The edge or the wedge
E. Richard Gold, Wendy A. Adams
2001· article· en· Nature Biotechnology· Business, Management and Accounting
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About