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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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PLoS Computational Biology
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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.

718 results · 1 filter active ·
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20052025
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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.
718 works in the cohort · of 4,299,418page 1 of 15

Labels cover 1 of 718 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 718 of 718 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
SHRiMP: Accurate Mapping of Short Color-space Reads
Stephen M. Rumble, Phil Lacroute, Adrian V. Dalca, Marc Fiume, Arend Sidow, Michael Brudno
2009· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
590
citations
affunlabeled
Modeling the Impact of Lesions in the Human Brain
Jeffrey Alstott, Michael Breakspear, Patric Hagmann, Leila Cammoun, Olaf Sporns
2009· article· en· PLoS Computational Biology· Neuroscience
distilled prediction:candidate · noneconsensus · none
586
citations
afffundunlabeled
deFuse: An Algorithm for Gene Fusion Discovery in Tumor RNA-Seq Data
Andrew McPherson, Fereydoun Hormozdiari, Abdalnasser Zayed, Ryan Giuliany, Gavin Ha, Mark Sun +11 more
2011· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
580
citations
afffundunlabeled
Assessing the Nature of Lipid Raft Membranes
Perttu Niemelä, O. H. Samuli Ollila, M. Hyvönen, Mikko Karttunen, Ilpo Vattulainen
2007· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
293
citations
afffundunlabeled
Reactome graph database: Efficient access to complex pathway data
Antonio Fabregat, Florian Korninger, Guilherme Viteri, Konstantinos Sidiropoulos, Pablo Marín-García, Peipei Ping +4 more
2018· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
289
citations
fundno affunlabeled
Human miRNA Precursors with Box H/ACA snoRNA Features
Michelle S. Scott, Fabio Avolio, Motoharu Ono, Angus I. Lamond, Geoffrey J. Barton
2009· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
208
citations
afffundno abstractunlabeled
Ancestral Reconstruction
Jeffrey B. Joy, Richard Liang, Rosemary M. McCloskey, Thuy Nguyen, Art F. Y. Poon
2016· article· en· PLoS Computational Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
202
citations
afffundunlabeled
A motor unit-based model of muscle fatigue
Jim R. Potvin, Andrew J. Fuglevand
2017· article· en· PLoS Computational Biology· Engineering
distilled prediction:candidate · noneconsensus · none
149
citations

How this was built: Screen · Findings · About