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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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Mental Health Research Topics
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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.

1,992 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.
1,992 works in the cohort · of 4,299,418page 11 of 40

Labels cover 12 of 1,992 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 1,992 of 1,992 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Constructing an understanding of constructs
Kathleen L. Slaney, Timothy P. Racine
2011· article· en· New Ideas in Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
afffundunlabeled
The Human Affectome
Daniela Schiller, Alessandra Nicoletta Cruz Yu, Nelly Alia‐Klein, Susanne Becker, Howard C. Cromwell, Florin Dolcos +167 more
2022· preprint· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
affunlabeled
A Roadmap to Large-Scale Multi-Country Replications in Psychology
Hannes Jarke, Shaakya Anand‐Vembar, Shilaan Alzahawi, Thomas Lind Andersen, Lana Bojanić, Alexandra Carstensen +8 more
2022· article· en· Collabra Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
15
citations
afffundunlabeled
An empirical comparison of three methods for multiple cutoff diagnostic test meta‐analysis of the Patient Health Questionnaire‐9 (<scp>PHQ</scp>‐9) depression screening tool using published data vs individual level data
Andrea Benedetti, Brooke Levis, Gerta Rücker, Hayley E. Jones, Martin Schumacher, John P. A. Ioannidis +1 more
2020· review· en· Research Synthesis Methods· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrityconsensus · metaresearch+open_science
15
citations
affno abstractunlabeled
Circadian and infradian rhythms in mood
G. Mitsutake, K. Otsuka, Germaine Cornélissen, Manfred Herold, R Günther, C. Dawes +3 more
2000· article· en· Biomedicine & Pharmacotherapy· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
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