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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
fundfunder
venuejournal
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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 8 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.

affunlabeled
PHYSICAL ACTIVITY AND BRAIN HEALTH
Teresa Liu‐Ambrose
2017· article· en· Innovation in Aging· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Early-life external exposome in children 2–5 years old in Colombia
Diana Marín, Xavier Basagaña, Ferney Amaya-Fernández, Luis Miguel Aristizábal, Diego A. Muñoz, Alan Domínguez +26 more
2024· article· en· Environmental Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
afffundaboutunlabeled
An Environmental Scan of Medical Assessment Units in Canada
Dean Yergens, Elizabeth A. Fradgley, Ranjani Aiyar, Eddy Lang, Brian H. Rowe, William A. Ghali
2014· article· en· Healthcare Quarterly· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
155. Tobacco Use and Psychosis Risk in Persons at Clinical High Risk
Heather A. Burrell, Michael T. Lawson, Jean Addington, Carrie E. Bearden, Kristin S. Cadenhead, Tyrone D. Cannon +9 more
2017· article· en· Schizophrenia Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Precision medicine: Crossing the biomedical scales with AI
Sharat Israni, Gary D. Bader, Sergio E. Baranzini, John A. Capra, Marina Sirota, Christina V. Theodoris +1 more
2025· article· en· The Journal of Precision Medicine Health and Disease· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Towards cascading genetic risk in Alzheimer’s disease
André Altmann, Leon Aksman, Neil P. Oxtoby, Alexandra L. Young, Daniel C. Alexander, Frederik Barkhof +3 more
2023· preprint· en· medRxiv· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Key challenges in epidemiology: embracing open science
Edward Xu, Anna Catharina Vieira Armond, David Moher, Kelly D. Cobey
2024· article· en· Journal of Clinical Epidemiology· Environmental Science
distilled prediction:candidate · metaresearchconsensus · metaresearch
3
citations
fundno affunlabeled
Aging health dynamics cross a tipping point near age 75
Glen Pridham, Kenneth Rockwood, Andrew D. Rutenberg
2024· preprint· en· arXiv (Cornell University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Cancer et environnement : expertise collective
Isabelle Baldi, Denis Bard, Robert Barouki, Simone Benhamou, Jacques Bénichou, Marie‐Odile Bernier +27 more
2008· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
3
citations
afffundunlabeled
Probing the network structure of health deficits in human aging
Spencer G. Farrell, Arnold Mitnitski, Olga Theou, Kenneth Rockwood, Andrew D. Rutenberg
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Overview of CAPICE—Childhood and Adolescence Psychopathology: unravelling the complex etiology by a large Interdisciplinary Collaboration in Europe—an EU Marie Skłodowska-Curie International Training Network
Hema Sekhar Reddy Rajula, Mirko Manchia, Kratika Agarwal, Wonuola A. Akingbuwa, Andrea G. Allegrini, Elizabeth W. Diemer +25 more
2021· review· en· European Child & Adolescent Psychiatry· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations

How this was built: Screen · Findings · About