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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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Antimicrobial Resistance and Infection Control
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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.

90 results · 1 filter active ·
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20122025
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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.
90 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Catheter associated urinary tract infections
Lindsay E. Nicolle
2014· review· en· Antimicrobial Resistance and Infection Control· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
551
citations
aboutno affunlabeled
The global prevalence of Daptomycin, Tigecycline, Quinupristin/Dalfopristin, and Linezolid-resistant Staphylococcus aureus and coagulase–negative staphylococci strains: a systematic review and meta-analysis
Aref Shariati, Masoud Dadashi, Zahra Chegini, Alex van Belkum, Mehdi Mirzaii, Seyed Sajjad Khoramrooz +1 more
2020· review· en· Antimicrobial Resistance and Infection Control· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
211
citations
afffundaboutgemma · no categorygpt · no categorymodels agree
Increasing incidence and antimicrobial resistance in Escherichia coli bloodstream infections: a multinational population-based cohort study
Melissa C. MacKinnon, Scott A. McEwen, David L. Pearl, Outi Lyytikäinen, Gunnar Jacobsson, Peter Collignon +3 more
2021· article· en· Antimicrobial Resistance and Infection Control· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
afffundunlabeled
Best practice guidance for antibiotic audit and feedback interventions in primary care: a modified Delphi study from the Joint Programming Initiative on Antimicrobial resistance: Primary Care Antibiotic Audit and Feedback Network (JPIAMR-PAAN)
Kevin L. Schwartz, Alice X. T. Xu, Sarah Alderson, Lars Bjerrum, Jamie Brehaut, Benjamin Brown +18 more
2023· article· en· Antimicrobial Resistance and Infection Control· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
15
citations
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