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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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Vaccine Coverage and Hesitancy
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.

3,295 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.
3,295 works in the cohort · of 4,299,418page 1 of 66

Labels cover 28 of 3,295 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 3,295 of 3,295 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.

affunlabeled
Vaccine hesitancy
Ève Dubé, Caroline Laberge, Maryse Guay, Paul Bramadat, Réal Roy, Julie A. Bettinger
2013· review· en· Human Vaccines & Immunotherapeutics· Social Sciences
machine prediction:candidate · noneconsensus · none
2,195
citations
affunlabeled
Vaccination and the theory of games
Chris T. Bauch, David J. D. Earn
2004· article· en· Proceedings of the National Academy of Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
849
citations
affunlabeled
An ethical framework for global vaccine allocation
Ezekiel Emanuel, Govind Persad, Adam L. Kern, Allen Buchanan, Cécile Fabre, Daniel Halliday +13 more
2020· article· en· Science· Social Sciences
machine prediction:candidate · noneconsensus · none
353
citations
afffundaboutunlabeled
Validation of the vaccine conspiracy beliefs scale
Gilla K. Shapiro, Anne C. Holding, Samara Perez, Rhonda Amsel, Zeev Rosberger
2016· article· en· Papillomavirus Research· Social Sciences
machine prediction:candidate · noneconsensus · none
282
citations
affunlabeled
Health communication and vaccine hesitancy
Susan Goldstein, Noni E. MacDonald, Sherine Guirguis
2015· article· en· Vaccine· Social Sciences
machine prediction:candidate · noneconsensus · none
276
citations
affunlabeled
COVID-19 vaccine hesitancy in Africa: a scoping review
Betty Ackah, Michael Y. Woo, Lisa Stallwood, Zahra A. Fazal, Arnold Ikedichi Okpani, Ugochinyere Vivian Ukah +1 more
2022· review· en· Global Health Research and Policy· Social Sciences
machine prediction:candidate · noneconsensus · none
227
citations
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