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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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Expert Review of Vaccines
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Retraction
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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
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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.

130 results · 1 filter active ·
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20022025
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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.
130 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 130 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 130 of 130 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Melioidosis vaccines
Jonathan M. Warawa, Donald E. Woods
2002· review· en· Expert Review of Vaccines· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
25
citations
affunlabeled
Influenza vaccination and fetal and neonatal outcomes
Deshayne B. Fell, Linda Dodds, Noni E. MacDonald, Victoria M. Allen, Shelly McNeil
2013· review· en· Expert Review of Vaccines· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affaboutunlabeled
Pediatric combined formulation DTaP–IPV/Hib vaccine
Craig White, Scott A. Halperin, David W. Scheifele
2009· review· en· Expert Review of Vaccines· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
21
citations
affunlabeled
The role of VariZIG in pregnancy
Priya Bapat, Gideon Koren
2013· review· en· Expert Review of Vaccines· Medicine
distilled prediction:candidate · noneconsensus · none
19
citations
afffundunlabeled
Vaccine development costs: a review
Arianna Waye, Philip Jacobs, Anthony B. Schryvers
2013· review· en· Expert Review of Vaccines· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affaboutunlabeled
PreHevbrio: the first approved 3-antigen hepatitis B vaccine
Timo Vesikari, Joanne M. Langley, Vlad Popovic, Francisco Díaz‐Mitoma
2023· review· en· Expert Review of Vaccines· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
afffundunlabeled
Prevention of autoimmune diabetes by DNA vaccination
Gérald J. Prud’homme
2003· review· en· Expert Review of Vaccines· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
aboutno affunlabeled
Real-world effectiveness of live attenuated influenza vaccines (LAIV) and inactivated influenza vaccines (IIV) in children from 2003 to 2023: a systematic literature review and network meta-analysis
Anke L. Stuurman, Joshua Enxing, Christen M. Gray, Ingrid T. Sepúlveda-Pachón, Egbe Ubamadu, Allyn Bandell +3 more
2025· review· en· Expert Review of Vaccines· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaepi_narrow
10
citations

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