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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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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.

2,736 results · 1 filter active ·
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20012025
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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.
2,736 works in the cohort · of 4,299,418page 1 of 55

Labels cover 12 of 2,736 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 2,736 of 2,736 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
The increasing burden and complexity of multimorbidity
Anna Koné, Susan E. Bronskill, Andrea Gruneir, Andrew Calzavara, Kednapa Thavorn, Yelena Petrosyan +2 more
2015· article· en· BMC Public Health· Medicine
distilled prediction:candidate · noneconsensus · none
640
citations
affunlabeled
A systematic review of barriers to data sharing in public health
Willem G. van Panhuis, Proma Paul, Claudia Emerson, John J. Grefenstette, Richard Wilder, Abraham J Herbst +1 more
2014· review· en· BMC Public Health· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · metaresearch
599
citations
afffundunlabeled
Stigma, HIV and health: a qualitative synthesis
Lori Chambers, Sergio Rueda, Denise Baker, Michael G. Wilson, Rachel Deutsch, Elmira Raeifar +2 more
2015· review· en· BMC Public Health· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
423
citations
aboutno affunlabeled
Electronic cigarettes: a survey of users
Jean‐François Etter
2010· article· en· BMC Public Health· Medicine
distilled prediction:candidate · noneconsensus · none
421
citations
afffundaboutunlabeled
Public health emergency preparedness: a framework to promote resilience
Yasmin Khan, Tracey O’Sullivan, Adalsteinn Brown, Shannon Tracey, Jennifer Gibson, Mélissa Généreux +2 more
2018· article· en· BMC Public Health· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
300
citations
affunlabeled
Scaling-up an efficacious school-based physical activity intervention: Study protocol for the ‘Internet-based Professional Learning to help teachers support Activity in Youth’ (iPLAY) cluster randomized controlled trial and scale-up implementation evaluation
Chris Lonsdale, Taren Sanders, Kristen E. Cohen, Philip D. Parker, Michael Noetel, Timothy B. Hartwig +16 more
2016· article· en· BMC Public Health· Psychology
distilled prediction:candidate · noneconsensus · none
293
citations
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