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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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Infection Control and Hospital Epidemiology
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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.

531 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.
531 works in the cohort · of 4,299,418page 2 of 11

Labels cover 14 of 531 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 531 of 531 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutgemma · no categorygpt · no categorymodels agree
Understanding Practice: Factors That Influence Physician Hand Hygiene Compliance
Janet E. Squires, Stefanie Linklater, Jeremy Grimshaw, Ian D. Graham, Katrina Sullivan, Natalie Bruce +7 more
2014· article· en· Infection Control and Hospital Epidemiology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
83
citations
affunlabeled
Nudging In MicroBiology Laboratory Evaluation (NIMBLE): A scoping review
Bradley J. Langford, Elizabeth Leung, Reem Haj, Mark McIntyre, Linda R. Taggart, Kevin A. Brown +2 more
2019· review· en· Infection Control and Hospital Epidemiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
61
citations
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