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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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Academic Psychiatry
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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.

288 results · 1 filter active ·
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20022025
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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.
288 works in the cohort · of 4,299,418page 5 of 6

Labels cover 0 of 288 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 288 of 288 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Psychiatry in the Age of the Opioid Crisis
Catherine Hickey
2022· editorial· en· Academic Psychiatry· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Integrated Care in Community Settings and Psychiatric Training
John Coverdale, Laura Weiss Roberts, Richard Balon, Eugene V. Beresin, Glendon R. Tait, Alan K. Louie
2015· editorial· en· Academic Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Meeting the Global Mental Health Challenge
Donald Wasylenki
2010· letter· en· Academic Psychiatry· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
afffundno abstractunlabeled
When Strangers MEET: Making Every Encounter Therapeutic
Adrienne Tan, Zarah Chaudhary, Sanjeev Sockalingam, Maria Mylopoulos
2019· article· en· Academic Psychiatry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Practical Strategies for Becoming a Successful Medical Book Author
Robert E. Hales, John J. McDuffie, Glen O. Gabbard, Katharine A. Phillips, John Oldham, Donna E. Stewart
2008· article· en· Academic Psychiatry· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Lost in Transition: Examining Transitions in Psychotherapy Training
Adrienne Tan, Diane A. Philipp, Jan Malát, Victor Feder, Chetana Kulkarni, Andrea Lawson +2 more
2014· article· en· Academic Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Top Ten Tips for Flourishing in Residency
Kurt Skakum, Laurence Y. Katz, William Fleisher
2015· letter· en· Academic Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
1
citations
affno abstractunlabeled
Reflections on Medical Assistance in Dying (MAID)
Hannah Samuels
2023· editorial· en· Academic Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
1
citations
affno abstractunlabeled
Stillbirth
Marlon Danilewitz
2025· article· en· Academic Psychiatry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Life Is Like an Onion
Julio Arboleda‐Flórez
2003· article· en· Academic Psychiatry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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