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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
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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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venuejournal
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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.

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 4 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.

venueno affunlabeled
Lifetime major depression and grey-matter volume
Marie‐Laure Ancelin, Isabelle Carrière, Sylvaine Artéro, Jerome J. Maller, Chantal Meslin, Karen Ritchie +2 more
2018· article· en· Journal of Psychiatry and Neuroscience· Medicine
distilled prediction:candidate · noneconsensus · none
133
citations
afffundunlabeled
The diagnostic accuracy of the Patient Health Questionnaire-2 (PHQ-2), Patient Health Questionnaire-8 (PHQ-8), and Patient Health Questionnaire-9 (PHQ-9) for detecting major depression: protocol for a systematic review and individual patient data meta-analyses
Brett D. Thombs, Andrea Benedetti, Lorie A. Kloda, Brooke Levis, Ioana Nicolau, Pim Cuijpers +7 more
2014· review· en· Systematic Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+stsconsensus · metaepi_narrow
125
citations
afffundaboutno abstractunlabeled
The effectiveness of repeated intravenous ketamine on depressive symptoms, suicidal ideation and functional disability in adults with major depressive disorder and bipolar disorder: Results from the Canadian Rapid Treatment Center of Excellence
Roger S. McIntyre, Nelson B. Rodrigues, Yena Lee, Orly Lipsitz, Mehala Subramaniapillai, Hartej Gill +15 more
2020· article· en· Journal of Affective Disorders· Medicine
distilled prediction:candidate · noneconsensus · none
113
citations
affunlabeled
Oral Ketamine for Depression
Joshua D. Rosenblat, André F. Carvalho, Madeline Li, Yena Lee, Mehala Subramanieapillai, Roger S. McIntyre
2019· review· en· The Journal of Clinical Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
111
citations
affvenueaboutunlabeled
The Canadian Network for Mood and Anxiety Treatments (CANMAT) Task Force Recommendations for the Use of Racemic Ketamine in Adults with Major Depressive Disorder: Recommandations Du Groupe De Travail Du Réseau Canadien Pour Les Traitements De L’humeur Et De L’anxiété (Canmat) Concernant L’utilisation De La Kétamine Racémique Chez Les Adultes Souffrant De Trouble Dépressif Majeur
Jennifer Swainson, Alexander McGirr, Pierre Blier, Elisa Brietzke, Stéphane Richard‐Devantoy, Nisha Ravindran +14 more
2020· review· en· The Canadian Journal of Psychiatry· Medicine
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
108
citations

How this was built: Screen · Findings · About