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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.

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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 5 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.

afffundunlabeled
The Human Affectome
Daniela Schiller, Alessandra Nicoletta Cruz Yu, Nelly Alia‐Klein, Susanne Becker, Howard C. Cromwell, Florin Dolcos +167 more
2023· review· en· Neuroscience & Biobehavioral Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
59
citations
affunlabeled
Is depression a chronic mental illness?
Scott M. Monroe, Kate L. Harkness
2011· editorial· en· Psychological Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
57
citations
affunlabeled
Capturing the Stream of Behavior
Ivana Lizdek, Pamela Sadler, Erik Z. Woody, Nicole Ethier, Giles Malet
2012· article· en· Social Science Computer Review· Psychology
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
A decade of theory as reflected in Psychological Science (2009–2019)
Jonathon McPhetres, Nihan Albayrak‐Aydemir, Ana Barbosa Mendes, Elvina C. Chow, Patricio Gonzalez-Marquez, Erin Loukras +7 more
2021· review· en· PLoS ONE· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
affunlabeled
A brief primer on conducting regression-based causal mediation analysis.
Yi Li, Kazuki Yoshida, Jay S. Kaufman, Maya B. Mathur
2023· review· en· Psychological Trauma Theory Research Practice and Policy· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
55
citations
afffundunlabeled
The Validation Crisis in Psychology
Ulrich Schimmack
2021· article· en· Meta-Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affunlabeled
Can the structure of motor variability predict learning rate?
Janice M. Moreside, Francisco J. Vera-García, Francisco Javier Moreno Hernández
2017· article· en· Journal of Experimental Psychology Human Perception & Performance· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
affunlabeled
Implicit Cognition and Psychopathology: Looking Back and Looking Forward
Bethany A. Teachman, Elise M. Clerkin, William A. Cunningham, Sarah E. Dreyer-Oren, Alexandra Werntz
2019· review· en· Annual Review of Clinical Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
49
citations

How this was built: Screen · Findings · About