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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.

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 4 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.

affunlabeled
COVID-19 vaccine hesitancy among Ethiopian healthcare workers
Rihanna Mohammed, Teklehaimanot Mezgebe Nguse, Bruck Messele Habte, Atalay Mulu Fentie, Gebremedhin Beedemariam Gebretekle
2021· article· en· PLoS ONE· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
93
citations
affno abstractunlabeled
A critical review of measures of childhood vaccine confidence
Gilla K. Shapiro, Jessica Kaufman, Noel T. Brewer, Kerrie Wiley, Lisa Menning, Julie Leask +16 more
2021· review· en· Current Opinion in Immunology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations
aboutno affunlabeled
COVID-19 Vaccine Booster Dose Acceptance: Systematic Review and Meta-Analysis
Shaimaa Abdelaziz Abdelmoneim, Malik Sallam, Dina Mohamed Hafez, Ehab Elrewany, Hesham Metwalli Mousli, Elsayed Mohamed Hammad +7 more
2022· review· en· Tropical Medicine and Infectious Disease· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
76
citations
affno abstractunlabeled
Understanding Human Papillomavirus Vaccine Uptake
William A. Fisher
2012· review· en· Vaccine· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
76
citations
afffundaboutunlabeled
Promoting vaccination in maternity wards ─ motivational interview technique reduces hesitancy and enhances intention to vaccinate, results from a multicentre non-controlled pre- and post-intervention RCT-nested study, Quebec, March 2014 to February 2015
Arnaud Gagneur, Marie‐Claude Battista, François D. Boucher, Bruce Tapiéro, Caroline Quach, Philippe De Wals +9 more
2019· article· en· Eurosurveillance· Social Sciences
distilled prediction:candidate · noneconsensus · none
74
citations
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