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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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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.

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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.

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 12 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.

fundno affunlabeled
WHO Parents Skills Training (PST) programme for children with developmental disorders and delays delivered by Family Volunteers in rural Pakistan: study protocol for effectiveness implementation hybrid cluster randomized controlled trial
Syed Usman Hamdani, Parveen Akhtar, Zill-e-Huma, Huma Nazir, Siham Sikander, Duolao Wang +2 more
2017· article· en· Cambridge Prisms Global Mental Health· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
57
citations
affunlabeled
Implementation Science: Buzzword or Game Changer?
Natalie Douglas, Wenonah Campbell, Jacqueline Hinckley
2015· review· en· Journal of Speech Language and Hearing Research· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
57
citations
affgemma · metaresearchgpt · metaresearchmodels agree
The rocky road: qualitative research as evidence
Mita Giacomini
2001· editorial· en· Evidence-Based Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity+insufficient_payload
53
citations
affunlabeled
Audit and feedback: effects on professional practice
Noah Ivers, Sharlini Yogasingam, Meagan Lacroix, Kevin A. Brown, Jesmin Antony, Charlene Soobiah +38 more
2025· review· en· Cochrane Database of Systematic Reviews· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
53
citations
affunlabeled
A realist review of community engagement with health research
Bipin Adhikari, Robin Vincent, Geoff Wong, Claire Duddy, Emma Richardson, James V. Lavery +1 more
2019· review· en· Wellcome Open Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
53
citations
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