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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 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.

236 results · 1 filter active ·
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20162025
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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.
236 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 236 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 236 of 236 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Drug repurposing for antimicrobial discovery
Maya A. Farha, Eric D. Brown
2019· review· en· Nature Microbiology· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
368
citations
afffundno abstractunlabeled
Harnessing the microbiome to prevent global biodiversity loss
Raquel S. Peixoto, Christian R. Voolstra, Michael Sweet, Carlos M. Duarte, Susana Carvalho, Helena Villela +19 more
2022· review· en· Nature Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
261
citations
afffundno abstractunlabeled
Microbial metabolites in the marine carbon cycle
Mary Ann Moran, Elizabeth B. Kujawinski, William F. Schroer, Shady A. Amin, Nicholas R. Bates, Erin M. Bertrand +16 more
2022· review· en· Nature Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
250
citations
affno abstractunlabeled
Understanding how microbiomes influence the systems they inhabit
Ed K. Hall, Emily S. Bernhardt, Raven L. Bier, Mark A. Bradford, Claudia M. Boot, James B. Cotner +12 more
2018· review· en· Nature Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
240
citations
affno abstractunlabeled
A systematic review of biomarkers to detect active tuberculosis
Emily MacLean, Tobias Broger, Seda Yerlikaya, B. Leticia Fernández-Carballo, Madhukar Pai, Claudia M. Denkinger
2019· review· en· Nature Microbiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
224
citations
affno abstractunlabeled
Moving from probiotics to precision probiotics
Patrick Veiga, Jotham Suez, Muriel Derrien, Eran Elinav
2020· letter· en· Nature Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
224
citations
afffundno abstractunlabeled
Fetal meconium does not have a detectable microbiota before birth
Katherine M. Kennedy, Max Gerlach, Thomas C. Adam, Markus M. Heimesaat, Laura Rossi, Michael G. Surette +2 more
2021· article· en· Nature Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
186
citations
fundno affno abstractunlabeled
Murine colitis reveals a disease-associated bacteriophage community
Breck A. Duerkop, Manuel Kleiner, David Páez-Espino, Wenhan Zhu, Brian Bushnell, Brian Hassell +3 more
2018· article· en· Nature Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
171
citations
afffundunlabeled
Expanding known viral diversity in the healthy infant gut
Shiraz A. Shah, Ling Deng, Jonathan Thorsen, Anders Gorm Pedersen, Moïra B. Dion, Josué L. Castro‐Mejía +20 more
2023· article· en· Nature Microbiology· Medicine
distilled prediction:candidate · noneconsensus · none
159
citations
affunlabeled
Roadmap for naming uncultivated Archaea and Bacteria
Alison E. Murray, John V. Freudenstein, Simonetta Gribaldo, Roland Hatzenpichler, Philip Hugenholtz, Peter Kämpfer +58 more
2020· review· en· Nature Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
157
citations
afffundno abstractunlabeled
Cooking shapes the structure and function of the gut microbiome
Rachel N. Carmody, Jordan E. Bisanz, Benjamin P. Bowen, Corinne F. Maurice, Svetlana Lyalina, Katherine Louie +11 more
2019· article· en· Nature Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
152
citations
afffundunlabeled
The genome of Onchocerca volvulus, agent of river blindness
James A. Cotton, Sasisekhar Bennuru, Alexandra Grote, Bhavana Harsha, Alan Tracey, Robin N. Beech +21 more
2016· article· en· Nature Microbiology· Medicine
distilled prediction:candidate · noneconsensus · none
146
citations
fundno affno abstractunlabeled
Home chemical and microbial transitions across urbanization
Laura-Isobel McCall, Chris Callewaert, Qiyun Zhu, Se Jin Song, Amina Bouslimani, Jeremiah J. Minich +13 more
2019· article· en· Nature Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
145
citations

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