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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
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 10 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
Results may not be generalisable
Joan M. Lappe, Robert P. Heaney
2008· letter· en· BMJ· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
Vaccines in the public eye
Paul Ritvo, Kumanan Wilson, Dennis Willms, Ross Upshur
2005· article· en· Nature Medicine· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
affno abstractunlabeled
Immunization for the Elderly
Mazen S. Bader
2007· review· en· The American Journal of the Medical Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · none
31
citations
affunlabeled
Teaching children about immunization in a digital age
Kumanan Wilson, Katherine Atkinson, Natasha S. Crowcroft
2017· article· en· Human Vaccines & Immunotherapeutics· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
30
citations
affno abstractunlabeled
Building Confidence in Vaccines
Jennifer C. Smith, Mary Appleton, Noni E. MacDonald
2012· review· en· Advances in experimental medicine and biology· Social Sciences
distilled prediction:candidate · noneconsensus · none
30
citations

How this was built: Screen · Findings · About