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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.

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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.

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 3 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.

afffundaboutunlabeled
Detection of severe acute respiratory coronavirus virus 2 (SARS-CoV-2) in outpatients: A multicenter comparison of self-collected saline gargle, oral swab, and combined oral–anterior nasal swab to a provider collected nasopharyngeal swab
Christopher Kandel, Matthew Young, Mihaela Anca Serbanescu, Jeff Powis, David Bulir, James Callahan +9 more
2021· article· en· Infection Control and Hospital Epidemiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
affunlabeled
Research needs in antibiotic stewardship
Andrew M. Morris, Michael S. Calderwood, Scott K. Fridkin, Daniel J. Livorsi, Jessina C. McGregor, Lona Mody +5 more
2019· article· en· Infection Control and Hospital Epidemiology· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
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How this was built: Screen · Findings · About