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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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Antibiotic Use and Resistance
Retraction
Abstract
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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.

1,690 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.
1,690 works in the cohort · of 4,299,418page 4 of 34

Labels cover 7 of 1,690 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 1,690 of 1,690 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
afffundvenueaboutunlabeled
Antimicrobial use and antimicrobial resistance trends in Canada: 2014
Mostafa Abdel Bary Ebrahim, Denise Gravel, Chloé Thabet, Kahina Abdesselam, Senthuri Paramalingam, C Hyson
2016· article· en· Canada Communicable Disease Report· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
49
citations
venueno affunlabeled
Economic Evaluations on Antimicrobial Stewardship Programme: A Systematic Review
Nor Haizan Ibrahim, Khalidah Maruan, Hasryn Azzuar Mohd Khairy, Yet Hoi Hong, Ahmad Fauzi Dali, Chin Fen Neoh
2017· review· en· Journal of Pharmacy & Pharmaceutical Sciences· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
47
citations
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How this was built: Screen · Findings · About