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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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Health, Environment, Cognitive Aging
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,205 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.
1,205 works in the cohort · of 4,299,418page 7 of 25

Labels cover 6 of 1,205 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 1,205 of 1,205 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Study protocol: The INTERMAP China Prospective (ICP) study
Li Yan, Ellison Carter, Yu Fu, Dongshuang Guo, Pinchun Huang, Gaoqiang Xie +10 more
2019· preprint· en· Wellcome Open Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · open_science+insufficient_payload
6
citations
affunlabeled
Observational studies: How to go about them?
Maninder Singh Setia
2008· review· en· Indian Journal of Dermatology Venereology and Leprology· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Rationale for a Swedish cohort consortium
Johan Sundström, Cecilia Björkelund, Vilmantas Giedraitis, Per-Olof Hansson, Marieann Högman, Christer Janson +24 more
2019· article· en· Upsala Journal of Medical Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Brain health for all on World Brain Day 2022
Tissa Wijeratne, Claudio L. Bassetti, Wolfgang Grisold, David W. Dodick, Guy A. Rouleau, Steven L. Lewis +8 more
2022· letter· en· The Lancet Neurology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Exposing participants? Population biobanks go geo
Jasper Adriaan Bovenberg, Bartha Maria Knoppers, Anna Hansell, Kees de Hoogh
2015· letter· en· European Journal of Human Genetics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
The next ten years in neonatology: new directions in research
Vassilios Fanos, Michele Mussap, Gavino Faa, Apostolos Papageorgiou
2014· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Population Neuroscience: Principles and Advances
Tomáš Paus
2024· review· en· Current topics in behavioral neurosciences· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Human Ecology Review, Volume 23, Number 2, 2017
Robert Dyball
2017· paratext· en· Human Ecology Review· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
4
citations
fundno affgemma · no categorygpt · no categorymodels agree
“Black-Box” Epidemiology
Juan Manuel Mejía‐Aranguré, Arturo Fajardo‐Gutiérrez, Manuel Ortega-Álvarez
2005· letter· es· Epidemiology· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
4
citations
afffundunlabeled
Constrained groupwise additive index models
Pierre Masselot, Fateh Chebana, Céline Campagna, Éric Lavigne, Taha B. M. J. Ouarda, Pierre Gosselin
2022· article· en· Biostatistics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Complexity science may help in defining health
Vivian S Rambihar
2009· letter· en· BMJ· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
PHYSICAL ACTIVITY AND BRAIN HEALTH
Teresa Liu‐Ambrose
2017· article· en· Innovation in Aging· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations

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