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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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Witness The Canadian Journal of Critical Nursing Discourse
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

84 results · 1 filter active ·
Results by year
20192025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
84 works in the cohort · of 4,299,418page 2 of 2

Labels cover 1 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Hiding in Plain Sight
Vijeta Venkataraman, Trudy Rudge, Jane Currie
2021· article· en· Witness The Canadian Journal of Critical Nursing Discourse· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affvenueaboutunlabeled
Remembering Dr. Benita Cohen: A tribute to a life well-lived
Cheryl Cusack, Annette Schultz, Lynn Scruby, Netha Dyck, Donna Martin, Claire Betker +1 more
2022· article· en· Witness The Canadian Journal of Critical Nursing Discourse· Nursing
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affvenueunlabeled
Nurses Learning Our Way, From the Land, With the People
Joanna Fraser, Evelyn Voyageur, Paul Willie, Patricia R. Woods, Victoria Dick, Kate Moynihan +4 more
2020· article· en· Witness The Canadian Journal of Critical Nursing Discourse· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueaboutgemma · stsgpt · no categorymodels split
Imaginative Archives for a More Radical Nursing Future
Jane Hopkins-Walsh, Annie- Claude Laurin
2025· article· fr· Witness The Canadian Journal of Critical Nursing Discourse· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
venueno affunlabeled
Our Silence Cannot Protect Us:
Jess Dillard‐Wright
2025· article· fr· Witness The Canadian Journal of Critical Nursing Discourse· Nursing
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
0
citations
affvenueunlabeled
Deceitful Stories
Vanessa Van Bewer
2021· article· en· Witness The Canadian Journal of Critical Nursing Discourse· Computer Science
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
If Not Us, Then Who?
Steve Cairns
2025· article· fr· Witness The Canadian Journal of Critical Nursing Discourse· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
The Perils of a Politics of Neutrality
Jess Dillard‐Wright
2025· article· fr· Witness The Canadian Journal of Critical Nursing Discourse· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
venueaboutno affno abstractunlabeled
Nursing in Canada: Broken, but not Beyond Repair
Michael Villeneuve, Linda Silas
2023· article· en· Witness The Canadian Journal of Critical Nursing Discourse· Nursing
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affvenueunlabeled
Kaskitamasowin miýw-āyāwin
Vanessa Van Bewer
2020· article· en· Witness The Canadian Journal of Critical Nursing Discourse· Health Professions
distilled prediction:candidate · stsconsensus · none
0
citations

How this was built: Screen · Findings · About