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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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COVID-19 and Mental Health
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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.

4,572 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.
4,572 works in the cohort · of 4,299,418page 2 of 92

Labels cover 32 of 4,572 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 4,572 of 4,572 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Stress resilience during the coronavirus pandemic
Christiaan H. Vinkers, Thérèse van Amelsvoort, Jonathan I. Bisson, Igor Branchi, John F. Cryan, Katharina Domschke +6 more
2020· article· en· European Neuropsychopharmacology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
457
citations
affno abstractunlabeled
COVID-19: a heavy toll on health-care workers
Sangeeta Mehta, F.S. Machado, Arthur Kwizera, Laurent Papazian, Marc Moss, Élie Azoulay +1 more
2021· article· en· The Lancet Respiratory Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
395
citations
afffundvenueunlabeled
Impact of the COVID-19 Pandemic on Older Adults: Rapid Review
Audrey Lebrasseur, Noémie Fortin-Bédard, Josiane Lettre, Émilie Raymond, Ève-Line Bussières, Nolwenn Lapierre +8 more
2021· review· en· JMIR Aging· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
388
citations
affunlabeled
Lifestyle behaviours during the COVID‐19 – time to connect
Vicent Balanzá‐Martínez, Beatriz Atienza-Carbonell, Flávio Kapczinski, Raquel B. De Boni
2020· letter· en· Acta Psychiatrica Scandinavica· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
289
citations
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How this was built: Screen · Findings · About