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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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Health Policy Implementation Science
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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
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.

4,272 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.
4,272 works in the cohort · of 4,299,418page 24 of 86

Labels cover 308 of 4,272 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 4,272 of 4,272 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · no categorygpt · metaresearchmodels split
The representation of vulnerable populations in quality improvement studies
Asaph Rolnitsky, Maksim Kirtsman, Hanna R. Goldberg, Michael Dunn, Chaim M. Bell
2018· review· en· International Journal for Quality in Health Care· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · none
23
citations
affunlabeled
Relational community engagement within health interventions at varied outcome scales
Nicole Redvers, Asiya Odugleh-Kolev, Joanna Paula Cordero, Felicia K. Zerwas, Natalie Zitoun, Yasaman Mohammadi Kamalabadi +6 more
2024· review· en· PLOS Global Public Health· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
23
citations
afffundaboutgemma · no categorygpt · metaresearch+scholarly_communicationmodels split
A scoping review of theories, models and frameworks used or proposed to evaluate knowledge mobilization strategies
Saliha Ziam, Séverine Lanoue, Esther Mc Sween-Cadieux, Mathieu-Joël Gervais, Julie Lane, Dina Gaid +7 more
2024· review· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
23
citations
afffundgpt · no categorygrok · no categoryopus · no categorymodels split
Effect of implementation interventions on nurses’ behaviour in clinical practice: a systematic review, meta-analysis and meta-regression protocol
Guillaume Fontaine, Sylvie Cossette, Marc‐André Maheu‐Cadotte, Marie‐France Deschênes, Geneviève Rouleau, Andréane Lavallée +7 more
2019· article· en· Systematic Reviews· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
22
citations
venueno affgemma · no categorygpt · no categorymodels agree
Improving the Engagement of Underrepresented People in Health Research Through Equity-Centered Design Thinking: Qualitative Study and Process Evaluation for the Development of the Grounding Health Research in Design Toolkit
Alessandra N. Bazzano, Lesley-Ann Nöel, Tejal Patel, C Chantel Dominique, Catherine Haywood, Shenitta Moore +2 more
2023· article· en· JMIR Formative Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
22
citations

How this was built: Screen · Findings · About