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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 ·
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20032025
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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.
103 works in the cohort · of 4,299,418page 2 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.

fundno affno abstractunlabeled
Microbiome-based therapeutics
Matthew T. Sorbara, Eric G. Pamer
2022· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
432
citations
afffundno abstractunlabeled
Gene transfer agents: phage-like elements of genetic exchange
Andrew S. Lang, Olga Zhaxybayeva, J. Thomas Beatty
2012· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
417
citations
affno abstractunlabeled
Anti-CRISPR: discovery, mechanism and function
April Pawluk, Alan R. Davidson, Karen L. Maxwell
2017· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
409
citations
affno abstractunlabeled
Protein glycosylation in bacterial mucosal pathogens
Christine M. Szymanski, Brendan W. Wren
2005· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
406
citations
affno abstractunlabeled
The gut microbiota and its biogeography
Giselle McCallum, Carolina Tropini
2023· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
303
citations
affno abstractunlabeled
Can innate immunity be enhanced to treat microbial infections?
B. Brett Finlay, Robert E. W. Hancock
2004· review· en· Nature Reviews Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
298
citations
afffundno abstractunlabeled
Detecting genomic islands using bioinformatics approaches
Morgan G. I. Langille, William Hsiao, Fiona S. L. Brinkman
2010· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
278
citations
affno abstractunlabeled
Drug-resistant tuberculosis: a persistent global health concern
Maha Farhat, Helen Cox, Marwan Ghanem, Claudia M. Denkinger, Camilla Rodrigues, Mirna S. Abd El Aziz +5 more
2024· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
200
citations
affno abstractunlabeled
Regulation of apicomplexan actin-based motility
Jake Baum, Anthony T. Papenfuss, Buzz Baum, Terence P. Speed, Alan F. Cowman
2006· review· en· Nature Reviews Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
184
citations
afffundno abstractunlabeled
The bacterial cell cycle, chromosome inheritance and cell growth
Rodrigo Reyes‐Lamothe, David J. Sherratt
2019· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
136
citations
afffundno abstractunlabeled
New filovirus disease classification and nomenclature
Jens H. Kuhn, Takuya Adachi, Neill K. J. Adhikari, José Ramón Arribas, Ibrahima Bah, Daniel G. Bausch +77 more
2019· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
127
citations
affno abstractunlabeled
The Bordetellae: lessons from genomics
Andrew Preston, Julian Parkhill, Duncan J. Maskell
2004· review· en· Nature Reviews Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
108
citations
affno abstractunlabeled
Genomic and fossil windows into the secret lives of the most ancient fungi
Mary L. Berbee, Christine Strullu‐Derrien, Pierre‐Marc Delaux, Paul K. Strother, Paul Kenrick, Marc‐André Selosse +1 more
2020· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
104
citations
affno abstractunlabeled
Co‐evolution of early Earth environments and microbial life
Timothy W. Lyons, Christopher Tino, Gregory P. Fournier, R. Anderson, William D. Leavitt, Kurt O. Konhauser +1 more
2024· review· en· Nature Reviews Microbiology· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
102
citations
fundno affno abstractunlabeled
Plasmodium post-genomics: better the bug you know?
Taco W. A. Kooij, Chris J. Janse, Andrew P. Waters
2006· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
70
citations
affno abstractunlabeled
No causal link between obesity and probiotics
Nathalie M. Delzenne, Gregor Reid
2009· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
57
citations
afffundno abstractunlabeled
Extracellular niche establishment by plant pathogens
Charles Roussin‐Léveillée, David Mackey, Gayani Ekanayake, Reid Gohmann, Peter Moffett
2024· review· en· Nature Reviews Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
44
citations
afffundno abstractunlabeled
Health biotechnology innovation on a global stage
Halla Thorsteinsdóttir, Monali Ray, Andrew Kapoor, Abdallah S. Daar
2011· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
18
citations
affno abstractunlabeled
What are superintegrons?
Ruth M. Hall, Andrew Holmes, Paul H. Roy, H. W. Stokes
2007· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
16
citations
affno abstractunlabeled
Microbial solutions must be deployed against climate catastrophe
Raquel S. Peixoto, Christian R. Voolstra, Lisa Y. Stein, Philip Hugenholtz, Joana Falcão Salles, Shady A. Amin +12 more
2024· review· en· Nature Reviews Microbiology· Energy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
5
citations

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