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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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vaccines and immunoinformatics approaches
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

479 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.
479 works in the cohort · of 4,299,418page 3 of 10

Labels cover 0 of 479 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 479 of 479 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A bioinformatics approach to ascertaining the rarity of HLA alleles
Derek Middleton, Frank J. Gonzalez, Marcelo Fernández-Viña, J.‐M. Tiercy, Steven G. E. Marsh, Michael T. Aubrey +18 more
2009· article· en· Tissue Antigens· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
20
citations
afffundno abstractunlabeled
T-cell epitope discovery technologies
Govinda Sharma, Robert A. Holt
2014· review· en· Human Immunology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
afffundunlabeled
MAPDP: A Cloud-Based Computational Platform for Immunopeptidomics Analyses
Mathieu Courcelles, Chantal Durette, Tariq Daouda, Jean‐Philippe Laverdure, Krystel Vincent, Sébastien Lemieux +2 more
2020· article· en· Journal of Proteome Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
A Guide to Bioinformatics for Immunologists
Fiona Whelan, Nicholas V. L. Yap, Michael G. Surette, G. Brian Golding, Dawn M. E. Bowdish
2013· review· en· Frontiers in Immunology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affunlabeled
ALID
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2015· article· en· Proceedings of the VLDB Endowment· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
aboutno affunlabeled
A bibliometric analysis of the global impact of metaproteomics research
AbdulAziz Ascandari, Suleiman Aminu, Nour El Houda Safdi, Achraf El Allali, Rachid Daoud
2023· article· en· Frontiers in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · bibliometricsconsensus · bibliometrics
16
citations
affunlabeled
Advances in T-Cell Epitope Engineering
Johanne M. Pentier, Andrew K. Sewell, John J. Miles
2013· article· en· Frontiers in Immunology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Unraveling the glycosylated immunopeptidome with HLA-Glyco
Georges Bedran, Daniel A. Polasky, Yi Hsiao, Fengchao Yu, Felipe da Veiga Leprevost, Javier A. Alfaro +2 more
2023· article· en· Nature Communications· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
A curated collection of human vaccination response signatures
Kenneth Smith, Daniel G. Chawla, Bhavjinder K. Dhillon, Zhou Ji, Randi Vita, Eva C. van der Leest +7 more
2022· article· en· Scientific Data· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About