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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.

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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 1 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.

afffundunlabeled
The prevalence of patient engagement in published trials: a systematic review
Dean Fergusson, Zarah Monfaredi, Kusala Pussegoda, Chantelle Garritty, Anne Lyddiatt, Beverley Shea +8 more
2018· review· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
202
citations
affaboutunlabeled
Co-building a patient-oriented research curriculum in Canada
Tim Bell, Lidewij Eva Vat, Colleen McGavin, Malori Keller, Leah Getchell, Anna Rychtera +1 more
2019· article· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
90
citations
affaboutunlabeled
Reflections on patient engagement by patient partners: how it can go wrong
Dawn P. Richards, Sabrina Poirier, Vina Mohabir, Laurie Proulx, Sue Robins, Jeffery Smith
2023· letter· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
86
citations
afffundaboutunlabeled
Engaging older adults in healthcare research and planning: a realist synthesis
Heather McNeil, Jacobi Elliott, Kelsey Huson, Jessica Ashbourne, George Heckman, Jennifer Walker +1 more
2016· review· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
76
citations
afffundaboutunlabeled
Using qualitative research perspectives to inform patient engagement in research
Michelle Phoenix, Tram Nguyen, Stephen J. Gentles, Sandra VanderKaay, Andrea Cross, Linda Nguyen
2018· article· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
35
citations
affunlabeled
Family perspectives of COVID-19 research
Shelley Vanderhout, Catherine S. Birken, Peter Wong, Sarah A. Kelleher, Shannon Weir, Jonathon L. Maguire
2020· letter· en· Research Involvement and Engagement· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
34
citations
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How this was built: Screen · Findings · About