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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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Mental Health and Patient Involvement
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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.

2,997 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.
2,997 works in the cohort · of 4,299,418page 2 of 60

Labels cover 48 of 2,997 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 2,997 of 2,997 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Patient and Public Involvement in Clinical Practice Guidelines
France Légaré, Antoine Boivin, Trudy van der Weijden, Christine Pakenham, Jako Burgers, Jean Légaré +2 more
2011· article· en· Medical Decision Making· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
164
citations
fundno affunlabeled
The 'dark side' of knowledge brokering
Roman Kislov, Paul Wilson, Ruth Boaden
2016· article· en· Research Explorer (The University of Manchester)· Health Professions
distilled prediction:candidate · stsconsensus · none
153
citations
afffundunlabeled
Patients as partners in health research: A scoping review
Tamara L. McCarron, Fiona Clement, Jananee Rasiah, Chelsea Moran, Karen A. Moffat, Andrea González +2 more
2021· review· en· Health Expectations· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
152
citations
affno abstractunlabeled
Participatory Learning and Action
Tenneisha Nelson
2023· book-chapter· en· Springer texts in education· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
147
citations
afffundunlabeled
Youth engagement in mental health research: A systematic review
Erin McCabe, Mungunzul Amarbayan, Sarah Rabi, Justino Mendoza, Syeda Farwa Naqvi, Kalpana Thapa Bajgain +2 more
2022· review· en· Health Expectations· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
144
citations
afffundgemma · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
Researchers' Perspectives on Collective/Community Co-Authorship in Community-Based Participatory Indigenous Research
Heather Castleden, Vanessa Sloan Morgan, Aelita Neimanis
2010· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity+insufficient_payload
143
citations
afffundunlabeled
What do peer support workers do? A job description
Nora Jacobson, Lucy Trojanowski, Carolyn S. Dewa
2012· article· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
132
citations
afffundunlabeled
Enriching qualitative research by engaging peer interviewers: a case study
Kimberly Devotta, Julia Woodhall‐Melnik, Cheryl Pedersen, Aklilu Wendaferew, Tatiana P. Dowbor, Sara J. T. Guilcher +4 more
2016· article· en· Qualitative Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
129
citations

How this was built: Screen · Findings · About