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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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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.

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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 1 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.

aboutno affgemma · no categorygpt · no categorymodels agree
An interactive web-based dashboard to track COVID-19 in real time
Ensheng Dong, Hongru Du, Lauren Gardner
2020· letter· en· The Lancet Infectious Diseases· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11,164
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
affno abstractunlabeled
Infodemiology and Infoveillance
Günther Eysenbach
2011· article· en· American Journal of Preventive Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
431
citations
afffundunlabeled
Influenza Forecasting with Google Flu Trends
Andrea Dugas, Mehdi Jalalpour, Yulia R. Gel, Scott Levin, Fred Torcaso, Takeru Igusa +1 more
2013· article· en· PLoS ONE· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
360
citations
affunlabeled
Global capacity for emerging infectious disease detection
Emily H. Chan, Timothy F. Brewer, Lawrence C. Madoff, Marjorie Pollack, Amy L. Sonricker, Mikaela Keller +4 more
2010· article· en· Proceedings of the National Academy of Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
250
citations
affno abstractunlabeled
Review of methods for space–time disease surveillance
Colin Robertson, Trisalyn Nelson, Ying C. MacNab, Andrew Lawson
2010· review· en· Spatial and Spatio-temporal Epidemiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
152
citations
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