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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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Gut microbiota and health
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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.

4,457 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.
4,457 works in the cohort · of 4,299,418page 1 of 90

Labels cover 7 of 4,457 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 4,457 of 4,457 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2
Evan Bolyen, Jai Ram Rideout, Matthew R. Dillon, Nicholas A. Bokulich, Christian C. Abnet, Gabriel A. Al‐Ghalith +105 more
2019· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
24,006
citations
afffundunlabeled
Structure, function and diversity of the healthy human microbiome
Curtis Huttenhower, J. Fah Sathirapongsasuti, Nicola Segata, Niall J. Lennon, Theresa A. Hepburn, Allison Griggs +207 more
2012· article· en· Nature· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
11,935
citations
affunlabeled
Diversity of the Human Intestinal Microbial Flora
Paul B. Eckburg, Elisabeth M. Bik, Çharles N. Bernstein, Elizabeth Purdom, Les Dethlefsen, Michael Sargent +2 more
2005· article· en· Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
7,825
citations
affno abstractunlabeled
PICRUSt2 for prediction of metagenome functions
Gavin M. Douglas, Vincent J. Maffei, Jesse Zaneveld, Svetlana N. Yurgel, James R. Brown, Christopher M. Taylor +2 more
2020· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6,537
citations
afffundunlabeled
Gut Microbiota in Health and Disease
Inna Sekirov, Shannon Russell, L. Caetano M. Antunes, B. Brett Finlay
2010· article· en· Physiological Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4,135
citations
afffundunlabeled
A framework for human microbiome research
Ravi Sanka, Johannes B. Goll, Jason Miller, Leslie Foster, A. Scott Durkin, Jamison McCorrison +214 more
2012· article· en· Nature· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
2,749
citations
afffundunlabeled
Role of the gut microbiota in nutrition and health
Ana M. Valdes, Jens Walter, Eran Segal, Tim D. Spector
2018· review· en· BMJ· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2,338
citations
affunlabeled
Microbiome definition re-visited: old concepts and new challenges
Gabriele Berg, Daria Rybakova, Doreen Fischer, Tomislav Cernava, Marie-Christine Champomier Vergès, Trevor C. Charles +28 more
2020· letter· en· Microbiome· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2,160
citations
affno abstractunlabeled
The microbiome and cancer
Robert F. Schwabe, Christian Jobin
2013· review· en· Nature reviews. Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,663
citations
affunlabeled
A new genomic blueprint of the human gut microbiota
Alexandre Almeida, Alex Mitchell, Miguel Boland, Samuel C. Forster, Gregory B. Gloor, Aleksandra Tarkowska +2 more
2019· article· en· Nature· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,385
citations
fundno affunlabeled
Symptomatic atherosclerosis is associated with an altered gut metagenome
Fredrik Karlsson, Frida Fåk, Intawat Nookaew, Valentina Tremaroli, Björn Fagerberg, Dina Petranović +2 more
2012· article· en· Nature Communications· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,366
citations
affunlabeled
Environmental and Gut Bacteroidetes: The Food Connection
François Thomas, Jan‐Hendrik Hehemann, E. Rebuffet, Mirjam Czjzek, Gurvan Michel
2011· article· en· Frontiers in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,342
citations
afffundunlabeled
The Intestinal Microbiome in Early Life: Health and Disease
Marie‐Claire Arrieta, Leah T. Stiemsma, Nelly Amenyogbe, Eric Brown, B. Brett Finlay
2014· review· en· Frontiers in Immunology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,004
citations
afffundno abstractunlabeled
Probiotics and the gut microbiota in intestinal health and disease
Mélanie G. Gareau, Philip M. Sherman, W. Allan Walker
2010· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
916
citations

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