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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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Journal of Affective Disorders
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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.

1,576 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.
1,576 works in the cohort · of 4,299,418page 11 of 32

Labels cover 7 of 1,576 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 1,576 of 1,576 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Why is major depression prevalence not changing?
Scott B. Patten, Jeanne V.A. Williams, Dina H. Lavorato, Andrew G. M. Bulloch, Kathryn Wiens, JianLi Wang
2015· review· en· Journal of Affective Disorders· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
41
citations
affno abstractunlabeled
Weight cycling in bipolar disorder
Eva Z. Reininghaus, Nina Lackner, Frederike T. Fellendorf, Susanne Bengesser, Armin Birner, Bernd Reininghaus +8 more
2014· article· en· Journal of Affective Disorders· Medicine
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
Temperaments in psychotic and major affective disorders
Maurizio Pompili, Ross J. Baldessarini, Marco Innamorati, Gustavo Vázquez, Zoltán Rihmer, Xénia Gonda +7 more
2017· article· en· Journal of Affective Disorders· Psychology
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
Suicide epigenetics, a review of recent progress
Serina Cheung, Julia Woo, Miriam S. Maes, Clement C. Zai
2020· review· en· Journal of Affective Disorders· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations

How this was built: Screen · Findings · About