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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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Briefings in Bioinformatics
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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.

200 results · 1 filter active ·
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20022025
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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.
200 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 200 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 200 of 200 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A brief history of bioinformatics
Jeff Gauthier, Antony T. Vincent, Steve J. Charette, Nicolas Derôme
2018· review· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
385
citations
affunlabeled
Current Progress in computational metabolomics
David S. Wishart
2007· review· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
227
citations
afffundunlabeled
Hive plots--rational approach to visualizing networks
Martin Krzywinski, İnanç Birol, Steven J.M. Jones, Marco A. Marra
2011· article· en· Briefings in Bioinformatics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
222
citations
afffundunlabeled
Optimization of miRNA-seq data preprocessing
Susan H. Tam, Ming‐Sound Tsao, John D. McPherson
2015· article· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
141
citations
afffundunlabeled
Current RNA-seq methodology reporting limits reproducibility
Joël Simoneau, Simon Dumontier, Ryan Gosselin, Michelle S. Scott
2019· review· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
110
citations
afffundunlabeled
Gene-set analysis and reduction
Irina Dinu, John D. Potter, Thomas J. J. Mueller, Qi Liu, Adeniyi J. Adewale, Gian S. Jhangri +4 more
2008· review· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
94
citations
affunlabeled
Design of RNAs: comparing programs for inverse RNA folding
Alexander Churkin, Matan Drory Retwitzer, Vladimir Reinharz, Yann Ponty, Jérôme Waldispühl, Danny Barash
2016· review· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
86
citations
affunlabeled
Evaluation of research in biomedical ontologies
Robert Hoehndorf, Michel Dumontier, Georgios V. Gkoutos
2012· article· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Simulation of P systems with active membranes on CUDA
José M. Cecilia, José M. Garcı́a, Ginés D. Guerrero, Ignacio Pérez–Hurtado, Mario J. Pérez-Jímenez
2009· article· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
79
citations
fundno affunlabeled
Best practices in bioinformatics training for life scientists
Allegra Via, Thomas Blicher, Erik Bongcam‐Rudloff, Michelle D. Brazas, Cath Brooksbank, Aidan Budd +13 more
2013· article· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
71
citations
affunlabeled
The Rat Genome Database 2013--data, tools and users
Stanley J. F. Laulederkind, G. Thomas Hayman, Shuu‐Jiun Wang, Jennifer R. Smith, T. F. Lowry, R. Nigam +7 more
2013· article· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
68
citations

How this was built: Screen · Findings · About