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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 1 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
Pseudomonas aeruginosa: all roads lead to resistance
Elena B. M. Breidenstein, César de la Fuente‐Núñez, Robert E. W. Hancock
2011· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,289
citations
affno abstractunlabeled
The pig: a model for human infectious diseases
François Meurens, Artur Summerfield, Hans Nauwynck, Linda J. Saif, Volker Gerdts
2011· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · noneconsensus · none
1,002
citations
affno abstractunlabeled
Is quorum sensing a side effect of diffusion sensing?
Robert R. Redfield
2002· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
544
citations
affno abstractunlabeled
Development of intestinal microbiota in infants and its impact on health
Sébastien Matamoros, Christèle Gras‐Le Guen, Françoise Le Vacon, G. Potel, Marie-France de la Cochetière
2013· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
531
citations
affno abstractunlabeled
Lactobacillus iners : Friend or Foe?
Mariya Petrova, Gregor Reid, Mario Vaneechoutte, Sarah Lebeer
2016· review· en· Trends in Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
461
citations
affno abstractunlabeled
Phage–bacteria infection networks
Joshua S. Weitz, Timothée Poisot, Justin R. Meyer, César O. Flores, Sergi Valverde, Matthew B. Sullivan +1 more
2012· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
356
citations
affno abstractunlabeled
Can bacterial interference prevent infection?
Gregor Reid, Jeffrey C. Howard, Bing Siang Gan
2001· article· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
311
citations
affno abstractunlabeled
Can filamentous fungi form biofilms?
Michael W. Harding, Lyriam L. R. Marques, R. J. Howard
2009· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
283
citations
affno abstractunlabeled
Women and Their Microbes: The Unexpected Friendship
Jessica A. Younes, Elke Lievens, Ruben Hummelen, Rebecca van der Westen, Gregor Reid, Mariya Petrova
2017· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
253
citations
afffundno abstractunlabeled
The ecology of Ebola virus
Allison Groseth, Heinz Feldmann, James E. Strong
2007· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · noneconsensus · none
231
citations
affno abstractunlabeled
Quorum sensing in streptococcal biofilm formation
Prashanth Suntharalingam, Dennis G. Cvitkovitch
2004· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
187
citations
fundno affno abstractunlabeled
Antibiotic-induced lateral transfer of antibiotic resistance
Philip A. Hastings, Susan M. Rosenberg, Andrew Slack
2004· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
172
citations
affno abstractunlabeled
Non-indigenous microorganisms in the Antarctic: assessing the risks
Don A. Cowan, Steven L. Chown, Peter Convey, Marla Tuffin, Kevin A. Hughes, Stephen B. Pointing +1 more
2011· review· en· Trends in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
171
citations
affno abstractunlabeled
Household Transmission of Influenza Virus
Tim K. Tsang, Lincoln Lau, Simon Cauchemez, Benjamin J. Cowling
2015· review· en· Trends in Microbiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
152
citations
afffundno abstractunlabeled
Nucleotide biosynthesis: the base of bacterial pathogenesis
Mariya I. Goncheva, Denny Chin, David E. Heinrichs
2022· review· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
141
citations
afffundno abstractunlabeled
Phylogenetic reconstruction and lateral gene transfer
Éric Bapteste, Yan Boucher, James A. Leigh, W. Ford Doolittle
2004· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
136
citations
affno abstractunlabeled
Structure and genetics of circular bacteriocins
Marco J. van Belkum, Leah A. Martin‐Visscher, John C. Vederas
2011· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
134
citations
afffundno abstractunlabeled
Rules of Engagement: The Type VI Secretion System in Vibrio cholerae
Avatar Joshi, Benjamin Kostiuk, Andrew W. Rogers, Jennifer K. Teschler, Stefan Pukatzki, Fitnat H. Yildiz
2016· review· en· Trends in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
129
citations
affno abstractunlabeled
Campylobacter sugars sticking out
Patricia Guerry, Christine M. Szymanski
2008· review· en· Trends in Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
124
citations

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