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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
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.

1,521 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 6 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.

affno abstractunlabeled
Antisocial and borderline personality disorders revisited
Joel Paris, Marie-Pierre Chenard-Poirier, Robert Biskin
2012· review· en· Comprehensive Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
55
citations
affno abstractunlabeled
Extraversion and psychopathology: A multilevel hierarchical review
David Watson, Kasey Stanton, Shereen Khoo, Stephanie Ellickson‐Larew, Sara M. Stasik-O’Brien
2019· article· en· Journal of Research in Personality· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
affunlabeled
Marginalization of Borderline Personality Disorder
David Kealy, John S. Ogrodniczuk
2010· review· en· Journal of Psychiatric Practice· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
52
citations
affvenueunlabeled
Management of borderline personality disorder
Robert Biskin, Joel Paris
2012· review· en· Canadian Medical Association Journal· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
51
citations
venueno affunlabeled
Staff Feelings and Patient Diagnosis
Rolf Holmqvist
2000· article· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
fundno affno abstractunlabeled
Borderline personality disorder and couple dysfunctions
Sébastien Bouchard, Stéphane Sabourin
2009· review· en· Current Psychiatry Reports· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
48
citations
affunlabeled
Assessment of response bias in personality disorder research.
Danielle Burchett, Martin Sellbom, R. Michael Bagby
2023· review· en· Personality Disorders Theory Research and Treatment· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
47
citations

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