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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
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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.

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 1 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.

afffundunlabeled
Epitopia: a web-server for predicting B-cell epitopes
Nimrod D. Rubinstein, Itay Mayrose, Eric Martz, Tal Pupko
2009· article· en· BMC Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
232
citations
affunlabeled
The SysteMHC Atlas project
Wenguang Shao, Patrick G. A. Pedrioli, Witold Wolski, Cristian Scurtescu, Emanuel Schmid, Juan Antonio Vizcaíno +40 more
2017· article· en· Nucleic Acids Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
144
citations
affno abstractunlabeled
Computer-aided biotechnology: from immuno-informatics to reverse vaccinology
Sandro Vivona, Jennifer L. Gardy, Srinivasan Ramachandran, Fiona S. L. Brinkman, Gajendra P. S. Raghava, Darren R. Flower +1 more
2008· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
123
citations
afffundunlabeled
Deep learning of immune cell differentiation
Alexandra Maslova, Ricardo N. Ramírez, Ke Ma, Hugo Schmutz, Chendi Wang, Curtis Fox +3 more
2020· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
123
citations
afffundunlabeled
Selection of adjuvants for vaccines targeting specific pathogens
Indranil Sarkar, Ravendra Garg, Sylvia van Drunen Littel‐van den Hurk
2019· review· en· Expert Review of Vaccines· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
120
citations
affunlabeled
An ontology for major histocompatibility restriction
Randi Vita, James A. Overton, Emily Seymour, John Sidney, Jim Kaufman, Rebecca L. Tallmadge +5 more
2016· article· en· Journal of Biomedical Semantics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
VO: Vaccine Ontology
Yongqun He, Fang Chen, Richard H. Scheuermann, Thomas Todd, Ryan R. Brinkman, Lesley A. Colby +13 more
2009· preprint· en· Nature Precedings· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
60
citations
afffundunlabeled
Antibiotic discovery in the artificial intelligence era
Telmah Lluka, Jonathan Stokes
2022· review· en· Annals of the New York Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
60
citations
affunlabeled
Inferring the immune response from repertoire sequencing
Maximilian Puelma Touzel, Aleksandra M. Walczak, Thierry Mora
2020· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
58
citations
afffundno abstractunlabeled
MHC-NP: Predicting peptides naturally processed by the MHC
Sébastien Giguère, Alexandre Drouin, Alexandre Lacoste, Mario Marchand, Jacques Corbeil, François Laviolette
2013· article· en· Journal of Immunological Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
53
citations

How this was built: Screen · Findings · About