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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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Label agreement
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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
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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 12 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.

aboutno affunlabeled
Working with vaccine-hesitant parents
Noni E. MacDonald, Jane C Finlay
2013· article· en· Paediatrics & Child Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Vaccine hesitancy and monetary incentives
Ganesh Iyer, Vivek Nandur, David Soberman
2022· article· en· Humanities and Social Sciences Communications· Social Sciences
distilled prediction:candidate · stsconsensus · none
25
citations
affaboutunlabeled
Disparity in childhood immunizations
Mark Lemstra, Cory Neudorf, Johnmark Opondo, Jennifer Toye, Ayisha Kurji, Anton E. Kunst +1 more
2007· article· en· Paediatrics & Child Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
affaboutunlabeled
COVID-19 Vaccination Mandates and Vaccine Uptake
Alexander Karaivanov, Dongwoo Kim, Shih En Lu, Hitoshi Shigeoka
2021· report· en· National Bureau of Economic Research· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
24
citations
affunlabeled
Should we delay covid-19 vaccination in children?
Dominic Wilkinson, Ilora Finlay, Andrew J. Pollard, Lisa Forsberg, Anthony Skelton
2021· article· en· BMJ· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
aboutno affunlabeled
Systematic Review and Meta-analysis on COVID-19 Vaccine Hesitancy
Iman Aboelsaad, Dina Mohamed Hafez, Abdallah Almaghraby, Shaimaa Abdulaziz Abdulmoneim, Samar O. El-Ganainy, Noha Alaa Hamdy +13 more
2021· preprint· en· medRxiv· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
afffundvenueaboutno abstractunlabeled
COVID-19 vaccine hesitancy among young adults in Canada
Tara Santavicca, Cindy Ngov, Rochelle L. Frounfelker, Diana Miconi, Anna Levinsson, Cécile Rousseau
2022· article· en· Canadian Journal of Public Health· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
24
citations
affaboutunlabeled
Chiropractic Antivaccination Arguments
Jason W. Busse, James B. Campbell
2005· review· en· Journal of Manipulative and Physiological Therapeutics· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
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

How this was built: Screen · Findings · About