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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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Journal of Antimicrobial Chemotherapy
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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.

572 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.
572 works in the cohort · of 4,299,418page 1 of 12

Labels cover 0 of 572 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 572 of 572 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Efflux-mediated antimicrobial resistance
Keith Poole
2005· review· en· Journal of Antimicrobial Chemotherapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1,062
citations
affaboutunlabeled
WGS to predict antibiotic MICs for Neisseria gonorrhoeae
David W. Eyre, Dilrini De Silva, Kevin Cole, Joanna Peters, Michelle Cole, Yonatan H. Grad +7 more
2017· article· en· Journal of Antimicrobial Chemotherapy· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
207
citations
afffundaboutunlabeled
Transferable, multiple antibiotic and mercury resistance in Atlantic Canadian isolates of Aeromonas salmonicida subsp. salmonicida is associated with carriage of an IncA/C plasmid similar to the Salmonella enterica plasmid pSN254
Douglas McIntosh, Michelle Cunningham, Baijing Ji, Frank A. Fekete, Erin M. Parry, Sarah E. Clark +6 more
2008· article· en· Journal of Antimicrobial Chemotherapy· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
176
citations
affaboutunlabeled
Molecular epidemiology of extended-spectrum  -lactamase-, AmpC  -lactamase- and carbapenemase-producing Escherichia coli and Klebsiella pneumoniae isolated from Canadian hospitals over a 5 year period: CANWARD 2007-11
Andrew Denisuik, Philippe Lagacé‐Wiens, Johann Pitout, M. R. Mulvey, P. J. Simner, Franil Tailor +7 more
2013· article· en· Journal of Antimicrobial Chemotherapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
154
citations
affunlabeled
Favipiravir, an antiviral for COVID-19?
Eric A. Coomes, Hourmazd Haghbayan
2020· article· en· Journal of Antimicrobial Chemotherapy· Medicine
machine prediction:candidate · noneconsensus · none
138
citations
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