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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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Treatment of Major Depression
Retraction
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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.

2,024 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.
2,024 works in the cohort · of 4,299,418page 11 of 41

Labels cover 6 of 2,024 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 2,024 of 2,024 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Measuring psychotic depression
Søren Dinesen Østergaard, Barnett S. Meyers, Alastair J. Flint, Benoit H. Mulsant, Ellen M. Whyte, Christine M. Ulbricht +2 more
2013· article· en· Acta Psychiatrica Scandinavica· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
39
citations
aboutno affno abstractunlabeled
Cognitive impairments in poly-drug ketamine users
Hua Jun Liang, Chieh Grace Lau, Alan Tang, Frederick H. F. Chan, Gábor S. Ungvári, Wai Kwong Tang
2013· article· en· Addictive Behaviors· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
fundno affunlabeled
An Overview of Vortioxetine
Alan F. Schatzberg, Pierre Blier, Larry Culpepper, George I. Papakostas, Michael E. Thase
2014· review· en· The Journal of Clinical Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
36
citations
afffundunlabeled
Oral Ketamine in Treatment-Resistant Depression
Maryam I. Al Shirawi, Sidney H. Kennedy, Keith Ho, Róisín Byrne, Jonathan Downar
2017· article· en· Journal of Clinical Psychopharmacology· Medicine
distilled prediction:candidate · noneconsensus · none
36
citations
afffundno abstractunlabeled
Recent Developments in the Treatment of Depression
Steven D. Hollon, Zachary D. Cohen, Daisy R. Singla, Paul W. Andrews
2019· review· en· Behavior Therapy· Medicine
distilled prediction:candidate · noneconsensus · none
35
citations

How this was built: Screen · Findings · About