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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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Immune responses and vaccinations
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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.

465 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.
465 works in the cohort · of 4,299,418page 3 of 10

Labels cover 3 of 465 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 465 of 465 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Changing oral vaccine to inactivated polio vaccine might increase mortality
Eleanor N. Fish, Katie L. Flanagan, David Furman, Sabra L. Klein, Tobias R. Kollmann, Dorthe Lisbeth Jeppesen +9 more
2016· letter· en· The Lancet· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
aboutno affunlabeled
COVID-19 Vaccination for People with Disabilities
Sara Rotenberg, Matthew B. Downer, Hilary K. Brown, Jane Cooper, Sabrina Campanella, Yousef Safar +8 more
2021· report· en· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Probiotics and COVID-19
Éric Giannoni, David Baud, Varvara Dimopoulou Agri, Glenn R. Gibson, Gregor Reid
2020· letter· en· ˜The œLancet. Gastroenterology & hepatology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
23
citations
affno abstractunlabeled
The global response to the COVID-19 pandemic: how have immunology societies contributed?
Faith Osier, Jenny P.‐Y. Ting, John D. Fraser, Bart N. Lambrecht, Márta Romano, Ricardo T. Gazzinelli +23 more
2020· review· en· Nature reviews. Immunology· Immunology and Microbiology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
21
citations
affgemma · no categorygpt · no categorymodels agree
Immediate Bacille Calmette-Guérin Vaccination to Neonates Requiring Perinatal Treatment at the Maternity Ward in Guinea-Bissau: A Randomized Controlled Trial
Frederik Schaltz‐Buchholzer, Peter Aaby, Ivan Monteiro, Luis Camala, Simone Faurholt Simonsen, Hannah Nørtoft Frankel +6 more
2021· article· en· The Journal of Infectious Diseases· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
affno abstractunlabeled
Cracking the Vaccine Code in Tuberculosis
Maziar Divangahi, Marcel A. Behr
2017· review· en· American Journal of Respiratory and Critical Care Medicine· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
18
citations
fundno affno abstractunlabeled
One genome, many cell states: epigenetic control of innate immunity
Isabella Fraschilla, Hajera Amatullah, Kate L. Jeffrey
2022· review· en· Current Opinion in Immunology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
17
citations
affunlabeled
Trained immunity in the pathogenesis of vitiligo
Nicoline F. Post, Greta Ginski, Rens Peters, N. van Uden, Marcel W. Bekkenk, Albert Wolkerstorfer +2 more
2023· review· en· Pigment Cell & Melanoma Research· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
100 years of the Bacillus Calmette-Guérin vaccine
Paulo J. G. Bettencourt, Simone A. Joosten, Cecilia S. Lindestam Arlehamn, Marcel A. Behr, Camille Locht, Olivier Neyrolles
2021· editorial· en· Vaccine· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
afffundunlabeled
Discovering adaptive features of innate immune memory
Mina Sadeghi, Maziar Divangahi
2024· review· en· Immunological Reviews· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affaboutunlabeled
Tolerance-Mediated Inheritance of Immune Responsiveness
B. Cinader, S.W. Koh, D.H. Naylor
2009· article· en· International Archives of Allergy and Applied Immunology· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
Environment impacts innate immune ontogeny
Mathieu Garand, Bing Cai, Tobias R. Kollmann
2016· article· en· Innate Immunity· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
afffundunlabeled
Is innate immunity our best weapon for flattening the curve?
Leonard Angka, Marisa Market, Michele Ardolino, Rebecca C. Auer
2020· review· en· Journal of Clinical Investigation· Immunology and Microbiology
distilled prediction:candidate · research_integrityconsensus · none
14
citations
affunlabeled
Immune Ethics
Walter Glannon
2023· book· en· Cambridge University Press eBooks· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
13
citations
afffundno abstractunlabeled
Are tolerance and training required to end TB?
Maziar Divangahi
2018· review· en· Nature reviews. Immunology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
13
citations

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