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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 Research Policy and Systems
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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.

456 results · 1 filter active ·
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20032025
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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.
456 works in the cohort · of 4,299,418page 6 of 10

Labels cover 165 of 456 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 456 of 456 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundgemma · metaresearchgpt · no categorymodels split
Aiming for quality: a global compass for national learning systems
Diana Sarakbi, Nana Mensah-Abrampah, Melissa Kleine-Bingham, Shams B. Syed
2021· review· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · metaresearch
17
citations
afffundaboutunlabeled
Evidence of commitment to research partnerships? Results of two web reviews
Danielle de Moissac, Sarah Bowen, Ingrid Botting, Ian D. Graham, Martha MacLeod, Karen Harlos +2 more
2019· review· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch
16
citations
affgemma · metaresearchgpt · metaresearchmodels agree
The intersections of industry with the health research enterprise
Elie A. Akl, Assem M. Khamis
2019· letter· en· Health Research Policy and Systems· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
13
citations
affunlabeled
An ethical analysis of policy dialogues
Polly Mitchell, Marge Reinap, Kaelan A. Moat, Tanja Kuchenmüller
2023· article· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
13
citations
affgemma · no categorygpt · scholarly_communicationmodels split
Research evidence communication for policy-makers: a rapid scoping review on frameworks, guidance and tools, and barriers and facilitators
Jorge Otávio Maia Barreto, Roberta Crevelário de Melo, Letícia Aparecida Lopes Bezerra da Silva, Bruna Carolina de Araújo, Cintia de Freitas Oliveira, Tereza Setsuko Toma +3 more
2024· article· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
13
citations
afffundaboutgemma · metaresearchgpt · metaresearch+scholarly_communicationmodels split
Production and use of rapid responses during the COVID-19 pandemic in Quebec (Canada): perspectives from evidence synthesis producers and decision makers
Esther Mc Sween-Cadieux, Julie Lane, Quan Nha Hong, Andrée‐Anne Houle, François Lauzier‐Jobin, Eliane Saint-Pierre Mousset +5 more
2024· article· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · none
13
citations
fundno affunlabeled
Preterm birth: the role of knowledge transfer and exchange
Hacsi Horváth, Claire D. Brindis, E. Michael Reyes, Gavin Yamey, Linda S. Franck
2017· article· en· Health Research Policy and Systems· Medicine
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Living evidence and adaptive policy: perfect partners?
Tari Turner, John N. Lavis, Jeremy Grimshaw, Sally Green, Julian Elliott
2023· article· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch
12
citations
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