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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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Food Allergy and Anaphylaxis Research
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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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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.

1,895 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.
1,895 works in the cohort · of 4,299,418page 1 of 38

Labels cover 4 of 1,895 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 1,895 of 1,895 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
International consensus guidelines for the diagnosis and management of food protein–induced enterocolitis syndrome: Executive summary—Workgroup Report of the Adverse Reactions to Foods Committee, American Academy of Allergy, Asthma & Immunology
Anna Nowak‐Węgrzyn, Mirna Chehade, Marion Groetch, Jonathan M. Spergel, R.J.K. Wood, Katrina J. Allen +34 more
2017· article· en· Journal of Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · noneconsensus · none
676
citations
affno abstractunlabeled
World Allergy Organization anaphylaxis guidelines: Summary
F. Estelle R. Simons, Ledit Ardusso, Maria Beatrice Bilò, Yehia El‐Gamal, Dennis K. Ledford, Johannes Ring +4 more
2011· article· en· Journal of Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
567
citations
affunlabeled
International consensus on (ICON) anaphylaxis
F. Estelle R. Simons, Ledit Ardusso, Maria Beatrice Bilò, Victória Cardona, Motohiro Ebisawa, Yehia El‐Gamal +9 more
2014· article· en· World Allergy Organization Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
480
citations
affno abstractunlabeled
Anaphylaxis
F. Estelle R. Simons
2010· review· en· Journal of Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
364
citations
venueno affunlabeled
Panallergens and their impact on the allergic patient
Michael Hauser, Anargyros Roulias, Fátima Ferreira, Matthias Egger
2010· article· en· Allergy Asthma and Clinical Immunology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
317
citations
afffundaboutno abstractunlabeled
A Consensus Approach to the Primary Prevention of Food Allergy Through Nutrition: Guidance from the American Academy of Allergy, Asthma, and Immunology; American College of Allergy, Asthma, and Immunology; and the Canadian Society for Allergy and Clinical Immunology
David M. Fleischer, Edmond S. Chan, Carina Venter, Jonathan M. Spergel, Elissa M. Abrams, David R. Stukus +3 more
2020· article· en· The Journal of Allergy and Clinical Immunology In Practice· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
299
citations
affno abstractunlabeled
Food allergy across the globe
Vanitha Sampath, Elissa M. Abrams, Bahman Adlou, Cezmi A. Akdiş, Mübeccel Akdiş, Helen A. Brough +31 more
2021· review· en· Journal of Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
297
citations
affno abstractunlabeled
Risk assessment in anaphylaxis: Current and future approaches
F. Estelle R. Simons, Anthony J. Frew, Ignacio J. Ansotegui, Bruce S. Bochner, D GOLDEN, F D Finkelman +3 more
2007· review· en· Journal of Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
288
citations
affunlabeled
Anaphylaxis: A 2023 practice parameter update
David B.K. Golden, Julie Wang, Susan Waserman, Cem Akin, Ronna L. Campbell, Anne K. Ellis +15 more
2023· article· en· Annals of Allergy Asthma & Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
286
citations
affunlabeled
2012 Update
F. Estelle R. Simons, Ledit Ardusso, Maria Beatrice Bilò, Vesselin Dimov, Motohiro Ebisawa, Yehia El‐Gamal +8 more
2012· article· en· Current Opinion in Allergy and Clinical Immunology· Medicine
distilled prediction:candidate · noneconsensus · none
257
citations
affno abstractunlabeled
The Prevalence of Tree Nut Allergy: A Systematic Review
Vicki McWilliam, Jennifer J. Koplin, Caroline Lodge, Mimi L.K. Tang, Shyamali C. Dharmage, Katrina J. Allen
2015· review· en· Current Allergy and Asthma Reports· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
218
citations
affunlabeled
Epinephrine for First-aid Management of Anaphylaxis
Scott H. Sicherer, F. Estelle R. Simons, Todd A. Mahr, Stuart L. Abramson, Chitra Dinakar, Thomas A. Fleisher +3 more
2017· review· en· PEDIATRICS· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
212
citations

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