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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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Nature Reviews 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.

103 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
103 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 103 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 103 of 103 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Marine viruses — major players in the global ecosystem
2007· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
3,247
citations
afffundno abstractunlabeled
Bacteriophage resistance mechanisms
2010· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2,424
citations
affno abstractunlabeled
Dengue: a continuing global threat
2010· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
2,062
citations
affno abstractunlabeled
Infectious disease in an era of global change
2021· review· en· Nature Reviews Microbiology· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1,978
citations
afffundno abstractunlabeled
Ecology and exploration of the rare biosphere
2015· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
1,275
citations
affno abstractunlabeled
Social evolution theory for microorganisms
2006· review· en· Nature Reviews Microbiology· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1,221
citations
afffundno abstractunlabeled
Molecular mechanisms of Escherichia coli pathogenicity
2009· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1,210
citations
fundno affno abstractunlabeled
Psychrophilic enzymes: hot topics in cold adaptation
2003· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1,146
citations
fundno affno abstractunlabeled
Integrons: agents of bacterial evolution
2006· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1,105
citations
affno abstractunlabeled
Tackling antibiotic resistance
2011· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1,066
citations
affno abstractunlabeled
Phage diversity, genomics and phylogeny
2020· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
970
citations
affunlabeled
Virus taxonomy in the age of metagenomics
2017· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
779
citations
fundno affno abstractunlabeled
Type IV pilus structure and bacterial pathogenicity
2004· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
761
citations
afffundno abstractunlabeled
Revenge of the phages: defeating bacterial defences
2013· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
713
citations
afffundno abstractunlabeled
Evaluation of diagnostic tests: dengue
2010· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
589
citations
afffundno abstractunlabeled
Microbial ecology of expanding oxygen minimum zones
2012· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
588
citations
afffundno abstractunlabeled
The surprisingly diverse ways that prokaryotes move
2008· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
577
citations
afffundno abstractunlabeled
Protein glycosylation in bacteria: sweeter than ever
2010· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
538
citations
afffundno abstractunlabeled
Modulating immunity as a therapy for bacterial infections
2012· review· en· Nature Reviews Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
538
citations
afffundno abstractunlabeled
Poxvirus tropism
2005· review· en· Nature Reviews Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
513
citations
affno abstractunlabeled
Tara Oceans: towards global ocean ecosystems biology
2020· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
500
citations

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