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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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International Journal of Environmental Research and Public Health
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Retraction
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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.

3,148 results · 1 filter active ·
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20072025
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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.
3,148 works in the cohort · of 4,299,418page 63 of 63

Labels cover 9 of 3,148 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 3,148 of 3,148 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Correction: Colindres et al. Migrant Agricultural Workers’ Health, Safety and Access to Protections: A Descriptive Survey Identifying Structural Gaps and Vulnerabilities in the Interior of British Columbia, Canada. Int. J. Environ. Res. Public Health 2021, 18, 3696
Carlos Colindres, Amy J. Cohen, C. Susana Caxaj
2021· erratum· en· International Journal of Environmental Research and Public Health· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Loneliness: An Existential and Public Health Issue
Ami Rokach, Dene S. Berman
2025· editorial· en· International Journal of Environmental Research and Public Health· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Correction: Robrigado et al. Bridge Healing: A Pilot Project of a New Model to Prevent Repeat “Social Admit” Visits to the Emergency Department and Help Break the Cycle of Homelessness in Canada. Int. J. Environ. Res. Public Health 2023, 20, 6845
Matthew Robrigado, Igor Zorić, David A. Sleet, Louis Hugo Francescutti
2024· erratum· en· International Journal of Environmental Research and Public Health· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Bridging the Gap in Pain Measurement with a Brain-Based Index
Colince Meli Segning, Abderaouf Bouhali, Luís Vicente Franco de Oliveira, Claudia Santos Oliveira, Rubens Alexandre da Silva, Karen Barros Parron Fernandes +1 more
2025· article· en· International Journal of Environmental Research and Public Health· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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