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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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Frontiers in Public Health
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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.

1,198 results · 1 filter active ·
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20132025
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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.
1,198 works in the cohort · of 4,299,418page 6 of 24

Labels cover 6 of 1,198 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 1,198 of 1,198 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
LetsTalkShots: personalized vaccine risk communication
Daniel A. Salmon, Matthew Z. Dudley, Janesse Brewer, Jana Shaw, Holly B. Schuh, Tina M. Proveaux +29 more
2023· article· en· Frontiers in Public Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
Association Between Diabetic Retinopathy and Periodontitis—A Systematic Review
María Olimpia Paz Alvarenga, Giza Hellen Nonato Miranda, Railson de Oliveira Ferreira, Miki Taketomi Saito, Nathália Carolina Fernandes Fagundes, Lucianne Cople Maia +1 more
2021· review· en· Frontiers in Public Health· Dentistry
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affunlabeled
Monitoring residues of pesticides in food in Brazil: A multiscale analysis of the main contaminants, dietary cancer risk estimative and mechanisms associated
Juliana Maria Bitencourt de Morais Valentim, Tatiane Renata Fagundes, Mariane Okamoto Ferreira, Pâmela Lonardoni Micheletti, Geise Ellen Broto Oliveira, Milena Cremer de Souza +8 more
2023· article· en· Frontiers in Public Health· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
affaboutunlabeled
Public Health Messaging for Wildfire Smoke: Cast a Wide Net
Erin M. Shellington, Phuong D.M. Nguyen, Karen Rideout, Prabjit Barn, Anna Lewis, Margaret Baillie +5 more
2022· article· en· Frontiers in Public Health· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
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