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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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Diagnostic Microbiology and Infectious Disease
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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.

266 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.
266 works in the cohort · of 4,299,418page 4 of 6

Labels cover 0 of 266 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 266 of 266 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.

affno abstractunlabeled
Introduction to the CANWARD Study (2007–2009)
Daryl J. Hoban, George G. Zhanel
2011· article· en· Diagnostic Microbiology and Infectious Disease· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
12
citations
afffundno abstractunlabeled
Rapid detection of Enterobacterales that produce carbapenemases
Wilson Chan, Lorraine Campbell, Diana Doyle, Johann Pitout
2020· article· en· Diagnostic Microbiology and Infectious Disease· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
11
citations
afffundaboutno abstractunlabeled
In vitro activity of imipenem-relebactam against various resistance phenotypes/genotypes of Enterobacterales and Pseudomonas aeruginosa isolated from patients across Canada as part of the CANWARD study, 2016-2019
Andrew Walkty, James A. Karlowsky, Melanie Baxter, Heather J. Adam, Alyssa Golden, Philippe Lagacé‐Wiens +1 more
2021· article· en· Diagnostic Microbiology and Infectious Disease· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Gram-negative bacteremia, the risk factors, and outcome in children
Dilan Demir Gumus, Osman Oguz Demir, Kübra Aykaç, Gülşen­ Hazırolan, Hanife Avci, Mehmet Ceyhan +2 more
2024· article· en· Diagnostic Microbiology and Infectious Disease· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
Moving towards a standardized definition of antimicrobial resistance: a comparison of the antimicrobial susceptibility profile of difficult-to-treat resistance (DTR) versus multidrug-resistant (MDR) Pseudomonas aeruginosa clinical isolates (CANWARD, 2016-2021)
Andrew Walkty, James A. Karlowsky, Philippe Lagacé‐Wiens, Melanie Baxter, Heather J. Adam, Denice C. Bay +1 more
2023· article· en· Diagnostic Microbiology and Infectious Disease· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Meningococcal serotype Y myopericarditis
Joel Nkosi, Amar Thakrar, Kanwal Kumar, Roien Ahmadie, Tielan Fang, Matthew Lytwyn +4 more
2008· article· en· Diagnostic Microbiology and Infectious Disease· Medicine
machine prediction:candidate · noneconsensus · none
7
citations
afffundaboutno abstractunlabeled
Frequency of 16S ribosomal RNA methyltransferase detection among Escherichia coli and Klebsiella pneumoniae clinical isolates obtained from patients in Canadian hospitals (CANWARD, 2013–2017)
Andrew Walkty, James A. Karlowsky, Melanie Baxter, Heather J. Adam, David A. Boyd, Amrita Bharat +4 more
2018· article· en· Diagnostic Microbiology and Infectious Disease· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
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