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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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Trends 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.

194 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.
194 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 194 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 194 of 194 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Host specificity determinants as a genetic continuum
Morgan Kirzinger, John Stavrinides
2011· review· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affno abstractunlabeled
Renaming protein secretion in the Gram-negative bacteria
Ian R. Henderson, James P. Nataro, James B. Kaper, Thomas F. Meyer, Stephen K. Farrand, Drusilla Burns +2 more
2000· letter· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affno abstractunlabeled
Thiol-Disulfide Exchange in Gram-Positive Firmicutes
Lauren Davey, Scott A. Halperin, Song F. Lee
2016· review· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
afffundno abstractunlabeled
Gut-on-chip for ecological and causal human gut microbiome research
Shirin Moossavi, Marie‐Claire Arrieta, Amir Sanati‐Nezhad, Faraz Bishehsari
2022· review· en· Trends in Microbiology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
48
citations
affno abstractunlabeled
Electron flow: key to mitigating ruminant methanogenesis
Sinead C. Leahy, Peter H. Janssen, Graeme T. Attwood, Roderick I. Mackie, Tim A. McAllister, William J. Kelly
2022· article· en· Trends in Microbiology· Engineering
distilled prediction:candidate · noneconsensus · none
42
citations
affno abstractunlabeled
Methylocella: a gourmand among methanotrophs
Peter F. Dunfield, Svetlana N. Dedysh
2014· letter· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
42
citations
affno abstractunlabeled
How do filovirus filaments bend without breaking?
Tim Booth, Melissa J. Rabb, Daniel R. Beniac
2013· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
affno abstractunlabeled
Epigenetics and the evolution of virulence
Takao Kasuga, Mark Gijzen
2013· review· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Molecular Determinants of SARS-CoV-2 Variants
Arinjay Banerjee, Karen Mossman, Nathalie Grandvaux
2021· article· en· Trends in Microbiology· Medicine
distilled prediction:candidate · noneconsensus · none
39
citations
fundno affno abstractunlabeled
A centuries-long epidemic of scrapie in British sheep?
Mark Woolhouse, Pietro G. Coen, Louise Matthews, James D. Foster, Jean-Michel Elsen, Ronald M Lewis +2 more
2001· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
38
citations
affno abstractunlabeled
Intracellular Leishmania: your iron or mine?
Jean-François Marquis, Philippe Gros
2007· article· en· Trends in Microbiology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
afffundno abstractunlabeled
RNA Chaperones Step Out of Hfq’s Shadow
Laetitia Attaiech, J. N. Mark Glover, Xavier Charpentier
2017· article· en· Trends in Microbiology· Medicine
distilled prediction:candidate · noneconsensus · none
37
citations
afffundno abstractunlabeled
Have archaeal genes contributed to bacterial virulence?
Uri Gophna, Robert L. Charlebois, W. Ford Doolittle
2004· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affno abstractunlabeled
Nutrient stress is a target for new antibiotics
Lindsey A. Carfrae, Eric D. Brown
2023· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affno abstractunlabeled
Why doesn’t Mycobacterium tuberculosis spread in animals?
Marcel A. Behr, Stephen V. Gordon
2014· letter· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
29
citations
afffundno abstractunlabeled
The forecasting power of the microbiome
Sara Correa‐García, Philippe Constant, Étienne Yergeau
2022· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Reductive biomining of pyrite by methanogens
Rachel L. Spietz, Devon Payne, Róbert K. Szilágyi, Eric S. Boyd
2022· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Diversity in women and their vaginal microbiota
Sandra Condori-Catachura, Sarah Ahannach, Mónica Ticlla, Josiane Kenfack, Esemu Livo, Kingsley C. Anukam +9 more
2025· review· en· Trends in Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
fundno affno abstractunlabeled
On the fitness of microbial taxonomy
Javier Tamames, Ramon Rosselló‐Móra
2012· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
26
citations
afffundno abstractunlabeled
Role of metabolism in uropathogenic Escherichia coli
Carly C.Y. Chan, Ian A. Lewis
2022· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affno abstractunlabeled
The Persistent Mystery of Adenovirus Persistence
Cason R. King, Ali Zhang, Joe S. Mymryk
2016· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Does chronic infection in retroviruses have a sense?
Benoı̂t Barbeau, Jean-Michel Mesnard
2015· review· en· Trends in Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
21
citations
afffundno abstractunlabeled
Cryptococcus neoformans
François L. Mayer, James W. Kronstad
2019· article· en· Trends in Microbiology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Macrolide esterases: current threats and opportunities
Poonam Dhindwal, Iryna Myziuk, Antonio C. Ruzzini
2023· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
afffundno abstractunlabeled
Deciphering Fc-effector functions against SARS-CoV-2
Guillaume Beaudoin-Bussières, Andrés Finzi
2024· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations

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