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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 4 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.

afffundno abstractunlabeled
Bordetella pertussis
Yasmine Fathy Mohamed, Kiruthika Manivannan, Rachel C. Fernandez
2023· article· en· Trends in Microbiology· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
afffundno abstractunlabeled
Does the ‘Ring of Life’ ring true?
Éric Bapteste, David A. Walsh
2005· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
15
citations
fundno affno abstractunlabeled
Microbial inoculants and invasions: a call to action
Joshua Ladau, Ashkaan K. Fahimipour, James Brown, Gary J. Vora, Melissa K. Melby, Julia A. Maresca
2025· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
afffundno abstractunlabeled
Sinorhizobium (Ensifer) meliloti
Jason V. S. Kearsley, Leah M. Sather, Turlough M. Finan
2024· article· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
Crowd control: quorum sensing in pathogenic E. coli
Samantha Gruenheid, B. Brett Finlay
2000· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
Leaky guts and lipid rafts
Erin C. Boyle, B. Brett Finlay
2005· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
NKp46 Is an NK Cell Fungicidal Pattern Recognition Receptor
Shu Shun Li, Christopher H. Mody
2016· letter· en· Trends in Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
5
citations
afffundno abstractunlabeled
Assessing microbiota in vivo: debugging with medical imaging
Donna E. Goldhawk, Kait F. Al, Sarah C. Donnelly, Gabriel Varela‐Mattatall, Praveen Dassanayake, Neil Gelman +2 more
2025· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
afffundno abstractunlabeled
Direct In Vivo Microbial Transcriptomics During Infection
François‐Olivier Hebert, Brian Boyle, Roger C. Lévesque
2018· letter· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
3
citations
affno abstractunlabeled
Models are useful until high-resolution structures are available
Fengbin Wang, Lisa Craig, Xing Liu, Christopher Rensing, Edward H. Egelman
2023· letter· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Models are useful until high-resolution structures are available
Fengbin Wang, Lisa Craig, Xing Liu, Christopher Rensing, Edward H. Egelman
2023· erratum· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations
fundno affno abstractunlabeled
Scientific mobility in microbiology
Shankar Iyer
2025· editorial· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
CIFAR humans and the microbiome: Banff meeting report
Michael Hunter, Melissa K. Melby, B. Brett Finlay
2023· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Hiding behind the mycobacterial cell wall
Howard H. Song, Jun Liu
2014· letter· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
affno abstractunlabeled
From blooms to brooms
Kevin Ao, Yuelin Zhang
2021· article· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
fundno affno abstractunlabeled
Exploring the boundaries of life
Claire M. Fraser
2004· article· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Scientific mobility in microbiology – 5
Edel Pérez‐López
2025· article· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Scientific mobility in microbiology – 8
Jingdi Li
2025· article· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Phagocytosis in a Shape-shifting Bacterium
Lucie Gallot-Lavallée, John M. Archibald
2020· letter· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
afffundno abstractunlabeled
The double play of a phage HTH regulator
Zacharie Morneau, Sylvain Moineau
2024· article· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Toward a Yanomami framework for ethical microbiome research
David A. Good, Simone Renwick, Hortensia Caballero‐Arias, Kieran C. O’Doherty, Luciana Campos Paulino, Emma Allen‐Vercoe
2025· article· en· Trends in Microbiology· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Scientific mobility in microbiology – 7
Luís M. Silva
2025· article· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Evolution-proof Antibiotics: Response to Uecker
Graham Bell, R. Craig MacLean
2018· letter· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations

How this was built: Screen · Findings · About