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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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Depression and Anxiety
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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.

240 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.
240 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 240 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 240 of 240 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Complicated grief and related bereavement issues for DSM-5
M. Katherine Shear, Naomi M. Simon, Melanie M. Wall, Sidney Zisook, Robert A. Neimeyer, Naihua Duan +19 more
2011· review· en· Depression and Anxiety· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,011
citations
afffundaboutunlabeled
COVID stress syndrome: Concept, structure, and correlates
Steven Taylor, Caeleigh A. Landry, Michelle M. Paluszek, Thomas A. Fergus, Dean McKay, Gordon J. G. Asmundson
2020· article· en· Depression and Anxiety· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
695
citations
affunlabeled
Social anxiety disorder: questions and answers for the DSM-V
Susan M. Bögels, Lynn Alden, Déborah C. Beidel, Lee Anna Clark, Daniel S. Pine, Murray B. Stein +1 more
2010· review· en· Depression and Anxiety· Psychology
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
524
citations
affunlabeled
Brief Fear of Negative Evaluation scale—revised
R. Nicholas Carleton, Donald R. McCreary, Peter J. Norton, Gordon J. G. Asmundson
2006· article· en· Depression and Anxiety· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
291
citations
affunlabeled
Human tonic immobility: measurement and correlates
Murray P. Abrams, R. Nicholas Carleton, Steven Taylor, Gordon J. G. Asmundson
2009· article· en· Depression and Anxiety· Medicine
distilled prediction:candidate · noneconsensus · none
99
citations
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