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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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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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 1 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.

affunlabeled
A Multilab Preregistered Replication of the Ego-Depletion Effect
Martin S. Hagger, Nikos L. D. Chatzisarantis, H. Alberts, Calvin Octavianus Anggono, Cédric Batailler, Angela R. Birt +58 more
2016· article· en· Perspectives on Psychological Science· Psychology
distilled prediction:candidate · noneconsensus · none
1,113
citations
affunlabeled
The dual systems model: Review, reappraisal, and reaffirmation
Elizabeth P. Shulman, Ashley R. Smith, Karol Silva, Grace Icenogle, Natasha Duell, Jason Chein +1 more
2015· review· en· Developmental Cognitive Neuroscience· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
845
citations
affno abstractunlabeled
Assessing anhedonia in depression: Potentials and pitfalls
Sakina J. Rizvi, Diego A. Pizzagalli, Beth Sproule, Sidney H. Kennedy
2016· review· en· Neuroscience & Biobehavioral Reviews· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
580
citations
affunlabeled
Major Depression and Its Recurrences: Life Course Matters
Scott M. Monroe, Kate L. Harkness
2022· review· en· Annual Review of Clinical Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
560
citations
affno abstractunlabeled
Emotional foundations of cognitive control
Michael Inzlicht, Bruce D. Bartholow, Jacob B. Hirsh
2015· review· en· Trends in Cognitive Sciences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
549
citations
affunlabeled
Relapse prevention for addictive behaviors
Christian S. Hendershot, Katie Witkiewitz, William H. George, G. Alan Marlatt
2011· review· en· Substance Abuse Treatment Prevention and Policy· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
459
citations
affunlabeled
A Hierarchical Taxonomy of Psychopathology Can Transform Mental Health Research
Christopher Conway, Miriam K. Forbes, Kelsie T. Forbush, Eiko I. Fried, Michael N. Hallquist, Roman Kotov +35 more
2019· review· en· Perspectives on Psychological Science· Psychology
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
436
citations
affunlabeled
Advancing the rationality debate
Keith E. Stanovich, Richard F. West
2000· article· en· Behavioral and Brain Sciences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
345
citations
affunlabeled
The Relationship Between Uncertainty and Affect
Eric Anderson, R. Nicholas Carleton, Michael A. Diefenbach, Paul K. J. Han
2019· article· en· Frontiers in Psychology· Psychology
distilled prediction:candidate · noneconsensus · none
322
citations
affunlabeled
Emotion, Development, and Self-Organization
Marc D. Lewis, Isabela Granic
2000· book· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
309
citations
aboutno affno abstractunlabeled
The phenomena of inner experience
Christopher L. Heavey, Russell T. Hurlburt
2008· article· en· Consciousness and Cognition· Psychology
distilled prediction:candidate · noneconsensus · none
260
citations
affunlabeled
The Wisdom to Know the Difference
Simon Haines, John Gleeson, Peter Kuppens, Tom Hollenstein, Joseph Ciarrochi, Izelle Labuschagne +2 more
2016· article· en· Psychological Science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
256
citations
venueno affunlabeled
Anxiety: An Evolutionary Approach
Melissa Bateson, Ben Brilot, Daniel Nettle
2011· review· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
223
citations
affunlabeled
Expectations for Replications
David Stanley, Jeffrey S. Spence
2014· article· en· Perspectives on Psychological Science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
216
citations
fundno affunlabeled
Toward a Personalized Science of Emotion Regulation
Bruce Doré, Jennifer A. Silvers, Kevin N. Ochsner
2016· article· en· Social and Personality Psychology Compass· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
194
citations

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