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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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Birth, Development, and Health
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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.

2,860 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.
2,860 works in the cohort · of 4,299,418page 1 of 58

Labels cover 11 of 2,860 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 2,860 of 2,860 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Prenatal stress and brain development
Arnaud Charil, David P. Laplante, Cathy Vaillancourt, Suzanne King
2010· review· en· Brain Research Reviews· Medicine
machine prediction:candidate · noneconsensus · none
558
citations
affunlabeled
Glucocorticoid Programming
Jonathan R. Seckl, Michael J. Meaney
2004· review· en· Annals of the New York Academy of Sciences· Medicine
machine prediction:candidate · noneconsensus · none
547
citations
afffundno abstractunlabeled
An Update on the Epidemiology of Type 2 Diabetes
María Tinajero, Vasanti Malik
2021· review· en· Endocrinology and Metabolism Clinics of North America· Medicine
machine prediction:candidate · noneconsensus · none
478
citations
fundno affunlabeled
Developmental origins of metabolic diseases
Daniël J. Hoffman, Theresa L. Powell, Emily S. Barrett, Daniel B. Hardy
2020· review· en· Physiological Reviews· Medicine
machine prediction:candidate · noneconsensus · none
431
citations
affunlabeled
The Clinical Importance of Nephron Mass
Valérie A. Luyckx, Barry M. Brenner
2010· review· en· Journal of the American Society of Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
340
citations
affno abstractunlabeled
Placental insufficiency and its consequences
Robert Gagnon
2003· review· en· European Journal of Obstetrics & Gynecology and Reproductive Biology· Medicine
machine prediction:candidate · noneconsensus · none
337
citations
affunlabeled
Adult Hypertension and Kidney Disease
Kambiz Zandi‐Nejad, Valérie A. Luyckx, Barry M. Brenner
2006· review· en· Hypertension· Medicine
machine prediction:candidate · noneconsensus · none
312
citations
affunlabeled
Early markers of adult obesity: a review
Tristin Dawne Brisbois, Anna Farmer, Linda J. McCargar
2011· review· en· Obesity Reviews· Medicine
machine prediction:candidate · noneconsensus · none
298
citations
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