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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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Future 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.

affaffiliation
fundfunder
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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.

60 results · 1 filter active ·
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20062025
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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.
60 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 60 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 60 of 60 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cystic Fibrosis: A Polymicrobial Infectious Disease
Christopher D. Sibley, Harvey Rabin, Michael G. Surette
2006· review· en· Future Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
150
citations
afffundunlabeled
Elucidating Drug Resistance in Human Fungal Pathogens
Jinglin Lucy Xie, Elizabeth J. Polvi, Tanvi Shekhar‐Guturja, Leah E. Cowen
2014· review· en· Future Microbiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
101
citations
afffundunlabeled
Elucidating the Function of the RpoS Regulon
Herb E. Schellhorn
2014· review· en· Future Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
67
citations
afffundunlabeled
Metabolomics: Towards Understanding Host–Microbe Interactions
Jun Han, L. Caetano M. Antunes, B. Brett Finlay, Christoph H. Borchers
2010· review· en· Future Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
51
citations
afffundunlabeled
Rubella Virus Capsid Protein: A Small Protein with Big Functions
Carolina S. Ilkow, Steven Willows, Tom C. Hobman
2010· review· en· Future Microbiology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
15
citations
affunlabeled
Sex and gender in rhinosinusitis: a review
Catherine A. Thornton, L. Radu, Nicole Boechler, J. David Clark, Ranjani Somayaji
2024· review· en· Future Microbiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations

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