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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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Personality Disorders and Psychopathology
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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
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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.

1,521 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.
1,521 works in the cohort · of 4,299,418page 8 of 31

Labels cover 4 of 1,521 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 1,521 of 1,521 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Future Challenges in Psychotherapy Research for Personality Disorders
Uëli Kramer, Catherine F. Eubanks, Katja Bertsch, Sabine C. Herpertz, Shelley McMain, Lars Mehlum +2 more
2022· review· en· Current Psychiatry Reports· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
38
citations
affunlabeled
Core Schemas in Youth at Clinical High Risk for Psychosis
Jacqueline Stowkowy, Lu Liu, Kristin S. Cadenhead, Tyrone D. Cannon, Barbara A. Cornblatt, Thomas H. McGlashan +9 more
2015· article· en· Behavioural and Cognitive Psychotherapy· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
affunlabeled
Pain in patients with borderline personality disorder
Robert Biskin, Frances R. Frankenburg, Garrett M. Fitzmaurice, Mary C. Zanarini
2014· article· en· Personality and Mental Health· Psychology
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
Treatment of Borderline Personality Disorder
Kenneth N. Levy, Shelley McMain, Anthony Bateman, Tracy L. Clouthier
2018· review· en· Psychiatric Clinics of North America· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
36
citations
aboutno affunlabeled
Relations of mindfulness facets with psychological symptoms among individuals with a diagnosis of obsessive–compulsive disorder, major depressive disorder, or borderline personality disorder
Fabrizio Didonna, Roberta Rossi, Clarissa Ferrari, Luca Iani, Laura Pedrini, Nicoletta Rossi +2 more
2018· article· en· Psychology and Psychotherapy Theory Research and Practice· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
35
citations
affunlabeled
The Personality Organization Diagnostic Form
Dominick Gamache, Olivier Laverdière, Louis Diguer, Étienne Hébert, Sébastien Larochelle, Jean Descôteaux
2009· article· en· The Journal of Nervous and Mental Disease· Psychology
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Personality Disorders at the Crossroads
Norman S. Endler, Nancy L. Kocovski
2002· review· en· Journal of Personality Disorders· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
33
citations
affunlabeled
Personality Organization, Five-Factor Model, and Mental Health
Olivier Laverdière, Dominick Gamache, Louis Diguer, Étienne Hébert, Sébastien Larochelle, Jean Descôteaux
2007· article· en· The Journal of Nervous and Mental Disease· Psychology
distilled prediction:candidate · noneconsensus · none
32
citations

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