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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.

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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 4 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
CRISPR germline engineering—the community speaks
Katrine Bosley, Michael Botchan, Annelien L. Bredenoord, Dana Carroll, R. Alta Charo, Emmanuelle Charpentier +20 more
2015· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
143
citations
fundno affunlabeled
Magnify is a universal molecular anchoring strategy for expansion microscopy
Aleksandra Klimas, Brendan R. Gallagher, Piyumi Wijesekara, Sinda Fekir, Emma DiBernardo, Zhangyu Cheng +9 more
2023· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
136
citations
afffundno abstractunlabeled
Shifting emphasis from pharmacogenomics to theragnostics
Vural Özdemir, Bryn Williams–Jones, Stephen J. Glatt, Ming T. Tsuang, James B. Lohr, Christopher Reist
2006· review· en· Nature Biotechnology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
132
citations
affno abstractunlabeled
Genome-wide specificity of prime editors in plants
Shuai Jin, Qiupeng Lin, Yingfeng Luo, Zixu Zhu, Guanwen Liu, Yunjia Li +3 more
2021· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
130
citations
affunlabeled
Fast nanopore sequencing data analysis with SLOW5
Hasindu Gamaarachchi, Hiruna Samarakoon, Sasha P. Jenner, James M. Ferguson, Timothy G. Amos, Jillian M. Hammond +4 more
2022· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
122
citations
affunlabeled
Simultaneous sequencing of genetic and epigenetic bases in DNA
Jens Füllgrabe, Walraj S. Gosal, Páidí Creed, Sidong Liu, Casper K. Lumby, David Morley +32 more
2023· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
121
citations
affno abstractunlabeled
Tumor immunotherapy across MHC barriers using allogeneic T-cell precursors
Johannes L. Zakrzewski, David Suh, John C. Markley, Odette M. Smith, Christopher King, Gabrielle L. Goldberg +14 more
2008· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
120
citations
affno abstractunlabeled
Liabilities and economics of transgenic crops
Stuart J. Smyth, George G. Khachatourians, Peter W.B. Phillips
2002· article· en· Nature Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
112
citations
affno abstractunlabeled
How to visually interpret biological data using networks
Daniele Merico, David Gfeller, Gary D. Bader
2009· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
106
citations
afffundunlabeled
Federated discovery and sharing of genomic data using Beacons
Marc Fiume, Miroslav Cupák, Stephen Keenan, Jordi Rambla, Sabela de la Torre, Stephanie O. M. Dyke +20 more
2019· letter· en· Nature Biotechnology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
105
citations
afffundno abstractunlabeled
Chinese health biotech and the billion-patient market
Sarah E Frew, Stephen M. Sammut, Alysha F Shore, Joshua Ramjist, Sara Al-Bader, Rahim Rezaie +2 more
2008· review· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
103
citations
afffundno abstractunlabeled
Should preclinical studies be registered?
Jonathan Kimmelman, James A. Anderson
2012· letter· en· Nature Biotechnology· Veterinary
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
96
citations
afffundno abstractunlabeled
India's health biotech sector at a crossroads
Sarah E Frew, Rahim Rezaie, Stephen M. Sammut, Monali Ray, Abdallah S. Daar, Peter Singer
2007· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
92
citations
afffundno abstractunlabeled
Personal medicine—the new banking crisis
Christopher Thomas Scott, Timothy Caulfield, Emily Borgelt, Judy Illes
2012· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
83
citations
affno abstractunlabeled
A community-based model of rapid autopsy in end-stage cancer patients
Kathryn Alsop, Heather Thorne, Shahneen Sandhu, Anne Hamilton, Christopher Mintoff, Elizabeth L. Christie +56 more
2016· letter· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
82
citations
affno abstractunlabeled
De novo assembly of a haplotype-resolved human genome
Hongzhi Cao, Honglong Wu, Ruibang Luo, Shujia Huang, Yuhui Sun, Xin Tong +35 more
2015· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
81
citations
afffundno abstractunlabeled
Multiscale PHATE identifies multimodal signatures of COVID-19
Manik Kuchroo, Jessie Huang, Patrick Wong, Jean‐Christophe Grenier, Dennis Shung, Alexander Tong +101 more
2022· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
80
citations
fundno affno abstractunlabeled
Enhancing untargeted metabolomics using metadata-based source annotation
Julia M. Gauglitz, Kiana West, Wout Bittremieux, Candace L. Williams, Kelly C. Weldon, Morgan Panitchpakdi +67 more
2022· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
77
citations

How this was built: Screen · Findings · About