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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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Data-Driven Disease Surveillance
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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
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venuejournal
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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.

1,315 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.
1,315 works in the cohort · of 4,299,418page 9 of 27

Labels cover 11 of 1,315 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 1,315 of 1,315 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Slow data public health
Arnaud Chioléro, Stefano Tancredi, John P. A. Ioannidis
2023· article· en· European Journal of Epidemiology· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
13
citations
fundno affno abstractunlabeled
Artificial intelligence to transform public health in Africa
Collins Kipngetich Tanui, Nicaise Ndembi, Yenew Kebede, Sofonías K. Tessema
2024· letter· en· The Lancet Infectious Diseases· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affunlabeled
Administrative Data as a Tool for Arthritis Surveillance
Kenneth E. Powell, Robert A. Diseker, Rodney Presley, Dennis Tolsma, Stic Harris, Kristen J. Mertz +3 more
2003· article· en· Journal of Public Health Management and Practice· Medicine
distilled prediction:candidate · metaresearchconsensus · none
12
citations
affvenueaboutunlabeled
Online Map Design for Public-Health Decision Makers
Jonathan Cinnamon, Claus Rinner, Michael D. Cusimano, Sean Marshall, Tsegaye Bekele, Tony Hernández +2 more
2009· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Geographic profiling survey
Karla Emeno, Craig Bennell, Brent Snook, Paul Taylor
2015· article· en· International Journal of Police Science & Management· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations
affaboutunlabeled
DIAL: A Platform for real-time Laboratory Surveillance
Shamir Mukhi, Jennifer May‐Hadford, Sabrina S. Plitt, Jutta K. Preiksaitis, Bonita E. Lee
2010· article· en· Online Journal of Public Health Informatics· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations

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