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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.

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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Current Opinion in Microbiology
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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.

152 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.
152 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 152 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 152 of 152 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Multidrug resistance in Gram-negative bacteria
2001· article· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
272
citations
afffundno abstractunlabeled
Small RNAs controlling iron metabolism
2007· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
252
citations
afffundno abstractunlabeled
Infection in an aging population
2015· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
240
citations
afffundno abstractunlabeled
Horizontal gene transfer and phylogenetics
2003· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
201
citations
afffundno abstractunlabeled
The antibiotic resistome: what's new?
2014· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
199
citations
afffundno abstractunlabeled
Anti-biofilm peptides as a new weapon in antimicrobial warfare
2016· review· en· Current Opinion in Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
175
citations
affno abstractunlabeled
Salmonella redirects phagosomal maturation
2004· review· en· Current Opinion in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
125
citations
fundno affno abstractunlabeled
T cell responses to Chlamydia trachomatis
2002· review· en· Current Opinion in Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
124
citations
afffundno abstractunlabeled
Silencing of foreign DNA in bacteria
2012· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
114
citations
afffundno abstractunlabeled
Small non-coding RNAs in Archaea
2005· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
113
citations
afffundno abstractunlabeled
Inhibitors of metallo-β-lactamases
2017· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
112
citations
affno abstractunlabeled
Microbial genomes: dealing with diversity
2001· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
97
citations
fundno affno abstractunlabeled
Combinatorial genetic evolution of multiresistance
2006· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
80
citations
afffundno abstractunlabeled
How clonal are bacteria over time?
2016· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
77
citations

How this was built: Screen · Findings · About