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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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Current Psychiatry Reports
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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.

198 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.
198 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 198 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 198 of 198 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Major Mental Illness in Those Who Sexually Abuse
Heather M. Moulden, Liam E. Marshall
2017· review· en· Current Psychiatry Reports· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
13
citations
fundno affno abstractunlabeled
Guidelines for treatment of bipolar disorder
Ellen B. Dennehy
2000· review· en· Current Psychiatry Reports· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Modulation of Slow-Wave Sleep: Implications for Psychiatry
Samantha Scholes, José Arturo Santisteban, Armando Bertone, Reut Gruber
2020· review· en· Current Psychiatry Reports· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Diagnostic Issues in the Paraphilias
William L. Marshall, Drew A. Kingston
2018· review· en· Current Psychiatry Reports· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
8
citations
affno abstractunlabeled
Assessing Paraphilic Interests Among Women Who Sexually Offend
Katrina N. Bouchard, Heather M. Moulden, Martin L. Lalumière
2019· review· en· Current Psychiatry Reports· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
Understanding Sexual Burglary
Hana Georgoulis, Éric Beauregard, Julien Chopin
2025· review· en· Current Psychiatry Reports· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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