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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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Online Journal of Public Health Informatics
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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.

92 results · 1 filter active ·
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20092025
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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.
92 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 92 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 92 of 92 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Google Scholar is not enough to be used alone for systematic reviews
Dean Giustini, Maged N. Kamel Boulos
2013· article· en· Online Journal of Public Health Informatics· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
182
citations
fundno affunlabeled
Influenza Forecasting with Google Flu Trends
Andrea Dugas, Mehdi Jalalpour, Yulia R. Gel, Scott Levin, Fred Torcaso, Takeru Igusa +1 more
2013· article· en· Online Journal of Public Health Informatics· Medicine
distilled prediction:candidate · noneconsensus · none
20
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
fundno affunlabeled
Making Metadata Machine-Readable as the First Step to Providing Findable, Accessible, Interoperable, and Reusable Population Health Data: Framework Development and Implementation Study
David Amadi, Sylvia Kiwuwa-Muyingo, Tathagata Bhattacharjee, Amelia Taylor, Agnes Kiragga, Michael Ochola +5 more
2024· article· en· Online Journal of Public Health Informatics· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
9
citations
afffundaboutunlabeled
Surveillance for Lyme disease in Canada: 2009-2015
Jules K. Koffi, Salima Gasmi
2019· article· en· Online Journal of Public Health Informatics· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Facilitating Public Health Action through Surveillance Dashboards
Adrienne MacDonald, Hussain R. Usman, Deena Hinshaw, David P. Meurer, Christopher Sikora
2017· article· en· Online Journal of Public Health Informatics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
3
citations

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