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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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Frontiers in Immunology
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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.

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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.

1,774 results · 1 filter active ·
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20032025
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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.
1,774 works in the cohort · of 4,299,418page 8 of 36

Labels cover 1 of 1,774 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 1,774 of 1,774 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Is There a Positive Side to T Cell Exhaustion?
Graham Pawelec
2019· review· en· Frontiers in Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
53
citations
fundno affunlabeled
Human Gamma Delta T Regulatory Cells in Cancer: Fact or Fiction?
Daniela Wesch, Christian Peters, Gabrielle M. Siegers
2014· review· en· Frontiers in Immunology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
52
citations
fundno affunlabeled
A review of mechanistic learning in mathematical oncology
John Metzcar, Catherine R. Jutzeler, Paul Macklin, Alvaro Köhn‐Luque, Sarah C. Brüningk
2024· review· en· Frontiers in Immunology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Oral Immunotherapy for Food-Allergic Children: A Pro-Con Debate
Francesca Mori, Mattia Giovannini, Simona Barni, Rodrigo Jiménez‐Saiz, Daniel Munblit, Benedetta Biagioni +8 more
2021· review· en· Frontiers in Immunology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
afffundunlabeled
Expression of MS4A and TMEM176 Genes in Human B Lymphocytes
Jonathan Zuccolo, Lili Deng, Tammy L. Unruh, Ratna Sanyal, Jeremy A. Bau, Jan Storek +5 more
2013· article· en· Frontiers in Immunology· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
51
citations
afffundunlabeled
Innate Lymphocytes in Psoriasis
Barbara Polese, Hualin Zhang, Bavanitha Thurairajah, Irah L. King
2020· review· en· Frontiers in Immunology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
50
citations

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