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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.

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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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Clinical Microbiology and Infection
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Retraction
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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.

323 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.
323 works in the cohort · of 4,299,418page 2 of 7

Labels cover 1 of 323 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 323 of 323 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
An overview of Internet biosurveillance
David Hartley, Noele P. Nelson, Ray R. Arthur, Philippe Barboza, Nigel Collier, N. F. Lightfoot +10 more
2013· review· en· Clinical Microbiology and Infection· Medicine
distilled prediction:candidate · noneconsensus · none
75
citations
afffundno abstractunlabeled
Emergence of mpox in the post-smallpox era—a narrative review on mpox epidemiology
Christophe Van Dijck, Nicole A. Hoff, Placide Mbala‐Kingebeni, Nicola Low, Müge Çevik, Anne W. Rimoin +2 more
2023· review· en· Clinical Microbiology and Infection· Immunology and Microbiology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
72
citations
affno abstractunlabeled
A primer on microbial bioinformatics for nonbioinformaticians
João André Carriço, Mirko Rossi, Jacob Moran‐Gilad, Gary Van Domselaar, Mário Ramirez
2018· review· en· Clinical Microbiology and Infection· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
61
citations
afffundno abstractunlabeled
Obesity and outcomes in patients hospitalized with pneumonia
Sharry Kahlon, Dean T. Eurich, Raj Padwal, Atul Malhotra, Jasjeet K. Minhas‐Sandhu, Thomas J. Marrie +1 more
2012· article· en· Clinical Microbiology and Infection· Medicine
distilled prediction:candidate · noneconsensus · none
60
citations
affno abstractunlabeled
Healthcare-associated infections: think globally, act locally
Jessica Marcel, Michelle J. Alfa, Fernando Baquero, Jérôme Étienne, Herman Goossens, Stephan Harbarth +12 more
2008· review· en· Clinical Microbiology and Infection· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
58
citations
affno abstractunlabeled
Everything depends on everything else
Julian Davies
2009· review· en· Clinical Microbiology and Infection· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
52
citations
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