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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.

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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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Advanced Proteomics Techniques and Applications
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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.

1,745 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.
1,745 works in the cohort · of 4,299,418page 5 of 35

Labels cover 4 of 1,745 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 1,745 of 1,745 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Effective removal of albumin from serum
David Colantonio, Christy Dunkinson, Diane E. Bovenkamp, Jennifer E. Van Eyk
2005· article· en· PROTEOMICS· Chemistry
distilled prediction:candidate · noneconsensus · none
101
citations
affno abstractunlabeled
Proteomic discovery of protease substrates
Oliver Schilling, Christopher M. Overall
2006· review· en· Current Opinion in Chemical Biology· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · none
97
citations
affunlabeled
De Novo Sequencing Methods in Proteomics
Christopher J. Hughes, Bin Ma, Gilles Lajoie
2009· article· en· Methods in molecular biology· Chemistry
distilled prediction:candidate · noneconsensus · none
92
citations
affno abstractunlabeled
Toward an integrated pipeline for protein biomarker development
Andrei P. Drabovich, Eduardo Martínez‐Morillo, Eleftherios P. Diamandis
2014· review· en· Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
84
citations
afffundunlabeled
Methods for peptide identification by spectral comparison
Jian Liu, Alexander W. Bell, John Bergeron, Corey Yanofsky, Brian Carrillo, Christian E. H. Beaudrie +1 more
2007· article· en· Proteome Science· Chemistry
distilled prediction:candidate · noneconsensus · none
84
citations
fundno affunlabeled
Selective Detection of Membrane Proteins Without Antibodies
David Arnott, Adrianne Kishiyama, Elizabeth Luis, Sarah G. Ludlum, James C. Marsters, John T. Stults
2002· article· en· Molecular & Cellular Proteomics· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · none
82
citations
afffundno abstractunlabeled
Data Independent Acquisition analysis in ProHits 4.0
Guomin Liu, James D.R. Knight, Yanping Zhang, Chih‐Chiang Tsou, Jian Wang, Jean‐Philippe Lambert +7 more
2016· article· en· Journal of Proteomics· Chemistry
distilled prediction:candidate · noneconsensus · none
82
citations
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