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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.

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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 1 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.

fundno affunlabeled
Psychological therapies for people with borderline personality disorder
Ole Jakob Storebø, Jutta Stoffers‐Winterling, Birgit Vӧllm, Mickey Kongerslev, Jessica T. Mattivi, Mie Sedoc Jørgensen +6 more
2020· review· en· Cochrane Database of Systematic Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
431
citations
affno abstractunlabeled
The borderline diagnosis II: biology, genetics, and clinical course
Andrew E. Skodol, Larry J. Siever, W. John Livesley, John G. Gunderson, Bruce Pfohl, Thomas A. Widiger
2002· review· en· Biological Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
392
citations
affunlabeled
Psychometric Properties of the Borderline Symptom List (BSL)
Martin Bohus, Matthias F. Limberger, Ulrike Frank, Alexander L. Chapman, Thomas Kühler, Rolf‐Dieter Stieglitz
2007· article· en· Psychopathology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
331
citations
affunlabeled
The time has come for dimensional personality disorder diagnosis
Christopher J. Hopwood, Roman Kotov, Robert F. Krueger, David Watson, Thomas A. Widiger, Robert R. Althoff +43 more
2017· article· en· Personality and Mental Health· Psychology
distilled prediction:candidate · stsconsensus · none
312
citations
affunlabeled
Deriving an Empirical Structure of Personality Pathology for DSM-5
Robert F. Krueger, Nicholas R. Eaton, Lee Anna Clark, David Watson, Kristian E. Markon, Jaime Derringer +2 more
2011· article· en· Journal of Personality Disorders· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
295
citations
affunlabeled
Facial emotion recognition in borderline personality disorder
Alexander R. Daros, Konstantine K. Zakzanis, Anthony C. Ruocco
2012· review· en· Psychological Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
251
citations
affunlabeled
Personality Disorder Research Agenda for the DSM–V
Thomas A. Widiger, Erik Simonsen, Robert F. Krueger, W. John Livesley, Roel Verheul
2005· review· en· Journal of Personality Disorders· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
235
citations

How this was built: Screen · Findings · About