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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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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.

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.

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 11 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Pharmacy-based immunization: a systematic review
Marisol S. Romero‐Mancilla, Jaime Mora‐Vargas, Ángel Ruiz
2023· review· en· Frontiers in Public Health· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
Prosocial polio vaccination in Israel
Chad R. Wells, Amit Huppert, Meagan C. Fitzpatrick, Abhishek Pandey, Baruch Velan, Burton H. Singer +2 more
2020· article· en· Proceedings of the National Academy of Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
28
citations
aboutno affunlabeled
Vaccine market and production capabilities in the Americas
Esteban Ortiz‐Prado, Estefanía Espín, Jorge Vásconez-González, Nathalia Rodríguez-Burneo, Nikolaos C. Kyriakidis, Andrés López‐Cortés
2021· review· en· Tropical Diseases Travel Medicine and Vaccines· Social Sciences
distilled prediction:candidate · noneconsensus · none
28
citations
affaboutunlabeled
How do mothers’ vaccine attitudes change over time?
Devon Greyson, Julie A. Bettinger
2022· article· en· SSM - Qualitative Research in Health· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
27
citations
afffundunlabeled
Impact of COVID-19 on immunization of Brazilian infants
João Guilherme Bezerra Alves, José Natal Figueirôa, Marcelo L. Urquía
2021· article· en· International Journal of Infectious Diseases· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
afffundno abstractunlabeled
Vaccination in pregnancy: Challenges and evidence-based solutions
Eliana Castillo, Andrea M. Patey, Noni E. MacDonald
2021· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
27
citations

How this was built: Screen · Findings · About