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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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Research Involvement and Engagement
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

246 results · 1 filter active ·
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20112025
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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.
246 works in the cohort · of 4,299,418page 5 of 5

Labels cover 6 of 246 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 246 of 246 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Co-designing and pilot-testing an infographic to support the consent process in an adaptive platform trial for adults in ICU with community-acquired pneumonia or COVID-19: a mixed methods study within a trial (SWAT)
Heather K. O’Grady, Kathy Smith, Sandra Dalziel, Barbara Dolanjski, Gyan Sandhu, Marlene Santos +5 more
2025· article· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
2
citations
aboutno affunlabeled
Engagement and partnership with consumers and communities in the co-design and conduct of Research: Lessons from the INtravenous iron polymaltose for First Nations Australian patients with high FERRitin levels on haemodialysis (INFERR) clinical trial
Stephanie Long, Cheryl Ross, J Koops, Katherine Coulthard, Jane Nelson, Archana Khadka Shapkota +27 more
2024· letter· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
1
citations
afffundunlabeled
The co-development and pilot evaluation of the Siblings Training, Empowerment, and Advocacy Kit (Siblings TEAKit) to support youth and young adult siblings of individuals with a disability: A participatory action research qualitative study protocol
Linda Anh B. Nguyen, Samantha Bellefeuille, Hanae Davis, Jan Willem Gorter, Marjolijn Ketelaar, Jennifer Zwicker +1 more
2025· letter· en· Research Involvement and Engagement· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · sts
0
citations
affunlabeled
Advancing equity in cancer research through principled partnership: stakeholder engagement practices in The Social Interventions for Support during Treatment for Endometrial cancer and Recurrence (SISTER) Study
Julianna Alson, Kemi M. Doll, Bridgette Hempstead, Lisa Barr, Danielle C. Lavallee, Liz Sage +9 more
2025· letter· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
0
citations
affunlabeled
Developing a role for patients and the public in the implementation of health and social care research evidence into practice: the PIPER study (Pathways to Implementation for Public Engagement in Research) realist evaluation protocol
Sophie Staniszewska, Julia Walsh, Joe Langley, Krysia Dziedzic, Alice Moult, Nick Andrews +13 more
2025· review· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
0
citations
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