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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.

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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 9 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.

afffundaboutunlabeled
Cohort Profile: The Cardiovascular Research Data Catalogue
Jaakko Reinikainen, Tarja Palosaari, Alejandro J Canosa-Valls, Carsten Oliver Schmidt, Rita Wissa, Sucharitha Chadalavada +12 more
2023· article· en· International Journal of Epidemiology· Environmental Science
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
2
citations
affunlabeled
Response to: ROBINS-E risk of bias tool
Julian P. T. Higgins, Andrew A. Rooney, Rebecca L. Morgan, Asbjørn Hróbjartsson, Alexandra McAleenan, Joerg J Meerpohl +5 more
2025· letter· en· Environment International· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
BAND: Biomedical Alert News Dataset
Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, David L. Buckeridge, Nigel Collier
2024· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Mapping the contours of an emerging phase out science
Gregory Trencher, Adrian Rinscheid, Daniel Rosenbloom, Florentine Koppenborg, Nhi Truong, Pınar Temocin
2022· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · sts
2
citations
affunlabeled
Twenty-Six Body Measurements for the Somatomap App v1
Katalin Groe, Bea Calahong, Joel P. Diaz‐Fong, Sameena Karsan, Jamie D. Feusner
2024· preprint· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
afffundunlabeled
Constructing HairDB to facilitate exposome research using human hair
Ying Chen, David Hidalgo Delgado, Huaxu Yu, Tingting Zhao, Mingliang Fang, Tao Huan
2024· article· en· Environment International· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Genetics of early onset Alzheimer's disease
Ekaterina Rogaeva
2010· article· en· ˜The œbiomedical & life sciences collection.· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Corrigendum re “Genetic Variants Related to Longer Telomere Length are Associated with Increased Risk of Renal Cell Carcinoma” [Eur Urol 2017;72:747–54]
Mitchell J. Machiela, Jonathan N. Hofmann, Robert Carreras‐Torres, Kevin M. Brown, Mattias Johansson, Zhaoming Wang +106 more
2018· erratum· en· European Urology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Translating lifestyle interventions for optimal brain health in Africa
Chinedu Udeh‐Momoh, Celeste A. de Jager Loots, Tamlyn Watermeyer, Udunna Anazodo, Catherine Ajalo, Edna Bosire +5 more
2025· review· en· Nature Reviews Neurology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations

How this was built: Screen · Findings · About