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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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Diabetes Management and Education
Retraction
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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.

2,199 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,199 works in the cohort · of 4,299,418page 2 of 44

Labels cover 2 of 2,199 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 2,199 of 2,199 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Stages of Change for Healthy Eating in Diabetes
Michael Vallis, Laurie Ruggiero, Geoffrey Greene, Helen Jones, Bernard Zinman, Susan R. Rossi +3 more
2003· article· en· Diabetes Care· Medicine
distilled prediction:candidate · noneconsensus · none
162
citations
affunlabeled
Approaches to Self‐Management in Chronic Illness
Márta Novák, Lucia Costantini, Sabrina Schneider, Heather Beanlands
2013· review· en· Seminars in Dialysis· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
145
citations
venueno affno abstractunlabeled
Diabetes and Mental Health
David J. Robinson, Meera Luthra, Michael Vallis
2013· article· en· Canadian Journal of Diabetes· Medicine
distilled prediction:candidate · noneconsensus · none
138
citations
venueno affno abstractunlabeled
Self-Management Education and Support
Diana Sherifali, Lori Berard, Enza Gucciardi, Barbara MacDonald, Gail Macneill
2018· article· en· Canadian Journal of Diabetes· Medicine
distilled prediction:candidate · noneconsensus · none
116
citations

How this was built: Screen · Findings · About