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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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NAM Perspectives
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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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

8 results · 1 filter active ·
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20122025
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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.
8 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 8 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 8 of 8 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Canadian Strategy on Patient-Oriented Research
Jean L. Rouleau, Penny Moody-Corbett
2012· article· en· NAM Perspectives· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Vital Signs for Pediatric Health: Infant Mortality
Kelly J. Kelleher, Kimberly Hoagwood, Deborah Klein Walker, Jennifer W. Kaminski, William Gardner, Erin G Fox
2023· review· en· NAM Perspectives· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
3
citations
affunlabeled
When Patients Lose Coverage, Clinicians Lose Heart
Pamela F. Cipriano, Jerry P. Abraham, Nikitha Balaji, Donald M. Berwick, Jackie Gerhart, Marc B. Hahn +4 more
2025· article· en· NAM Perspectives· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
Three Strategies to Strengthen Child Disaster Research
Betty S. Lai, Mauricio Montes, Nnenia Campbell, Rosaura Orengo‐Aguayo
2024· article· en· NAM Perspectives· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About