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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.

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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 Allergy
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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.

51 results · 1 filter active ·
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20212025
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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.
51 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 51 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 51 of 51 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Immunobiology of Steroid-Unresponsive Severe Asthma
Courtney Lynn Marshall, Kosovare Hasani, Neeloffer Mookherjee
2021· review· en· Frontiers in Allergy· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
affunlabeled
Mast Cell Desensitization in Allergen Immunotherapy
Celia López‐Sanz, Rodrigo Jiménez‐Saiz, Vanesa Esteban, María Isabel Delgado Dolset, C Perales-Chorda, Alma Villaseñor +2 more
2022· review· en· Frontiers in Allergy· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
afffundunlabeled
Transcription factor defects in inborn errors of immunity with atopy
Maryam Vaseghi‐Shanjani, Pariya Yousefi, Mehul Sharma, Simran Samra, Erika Sifuentes, Stuart E. Turvey +1 more
2023· review· en· Frontiers in Allergy· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
afffundunlabeled
New Insights on the Role of pentraxin-3 in Allergic Asthma
Latifa Koussih, Samira Atoui, Omar Tliba, Abdelilah S. Gounni
2021· review· en· Frontiers in Allergy· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affunlabeled
Burden of allergic rhinitis in the United Kingdom
Michael Jones, Hilary Shepherd, Diane Hatziioanou, Chisomo Mutafya, Ulf Bohman, Susan Hodgson +1 more
2025· article· en· Frontiers in Allergy· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Insights into self-reported food allergies in Romanian schoolchildren
Claudia Felicia Pop, Daniela Rajka, Ioana Corina Bocșan, Alina Petronela Bouari-Coblișan, Gabriela Ichim, Paraschiva Cherecheș-Panța
2025· article· en· Frontiers in Allergy· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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