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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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Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
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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.

1,972 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.
1,972 works in the cohort · of 4,299,418page 2 of 40

Labels cover 2 of 1,972 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 1,972 of 1,972 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
The Science of Cognitive Therapy
Stefan G. Hofmann, Gordon J. G. Asmundson, Aaron T. Beck
2011· review· en· Behavior Therapy· Psychology
machine prediction:candidate · noneconsensus · none
332
citations
affno abstractunlabeled
Affect-biased attention as emotion regulation
Rebecca M. Todd, William A. Cunningham, Adam K. Anderson, Evan Thompson
2012· review· en· Trends in Cognitive Sciences· Psychology
machine prediction:candidate · noneconsensus · none
331
citations
affno abstractunlabeled
Post-event processing in social anxiety
S. Rachman, Jacqueline Gruter-Andrew, Roz Shafran
2000· article· en· Behaviour Research and Therapy· Psychology
machine prediction:candidate · noneconsensus · none
325
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
machine prediction:candidate · noneconsensus · none
291
citations
affunlabeled
Hydroxyzine for generalised anxiety disorder
Giuseppe Guaiana, Corrado Barbui, Andrea Cipriani
2010· review· en· Cochrane Database of Systematic Reviews· Psychology
machine prediction:candidate · noneconsensus · none
273
citations
aboutno affunlabeled
Social Phobia Symptoms, Subtypes, and Severity
Murray B. Stein, Laine J. Torgrud, John R. Walker
2000· article· en· Archives of General Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
268
citations
affno abstractunlabeled
Safety behaviour: A reconsideration
S. Rachman, Adam S. Radomsky, Roz Shafran
2007· article· en· Behaviour Research and Therapy· Psychology
machine prediction:candidate · noneconsensus · none
261
citations
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