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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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Antibiotic Resistance in Bacteria
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.

affaffiliation
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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.

2,651 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.
2,651 works in the cohort · of 4,299,418page 1 of 54

Labels cover 3 of 2,651 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 2,651 of 2,651 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Origins and Evolution of Antibiotic Resistance
Julian Davies, Dorothy Davies
2010· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
5,740
citations
affno abstractunlabeled
Antibiotic resistance—the need for global solutions
Ramanan Laxminarayan, Adriano Dusé, Chand Wattal, Anita K. M. Zaidi, Heiman Wertheim, Nithima Sumpradit +20 more
2013· article· en· The Lancet Infectious Diseases· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4,405
citations
afffundunlabeled
The Comprehensive Antibiotic Resistance Database
Andrew G. McArthur, Nicholas Waglechner, Fazmin Nizam, Austin Yan, Marisa Ann Azad, Alison J. Baylay +21 more
2013· article· en· Antimicrobial Agents and Chemotherapy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2,300
citations
affunlabeled
Sampling the Antibiotic Resistome
Vanessa M. D’Costa, Katherine M. McGrann, Donald W. Hughes, Gerard D. Wright
2006· article· en· Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,599
citations
affunlabeled
Antimicrobial Resistance: a One Health Perspective
Scott A. McEwen, Peter Collignon
2018· review· en· Microbiology Spectrum· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,169
citations
affno abstractunlabeled
Tackling antibiotic resistance
Karen Bush, Patrice Courvalin, Gautam Dantas, Julian Davies, Barry I. Eisenstein, Pentti Huovinen +22 more
2011· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1,066
citations
affunlabeled
Efflux-mediated antimicrobial resistance
Keith Poole
2005· review· en· Journal of Antimicrobial Chemotherapy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,062
citations
afffundunlabeled
Pseudomonas Aeruginosa: Resistance to the Max
Keith Poole
2011· article· en· Frontiers in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
947
citations
affno abstractunlabeled
Efflux-Mediated Drug Resistance in Bacteria
Xian-Zhi Li, Hiroshi Nikaido
2009· review· en· Drugs· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
942
citations
affunlabeled
Carbapenemase-Producing Organisms: A Global Scourge
Robert A. Bonomo, Eileen M. Burd, John Conly, Brandi Limbago, Laurent Poirel, Julie Segre +1 more
2017· review· en· Clinical Infectious Diseases· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
648
citations
affno abstractunlabeled
Efflux-mediated multiresistance in Gram-negative bacteria
Keith Poole
2004· review· en· Clinical Microbiology and Infection· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
599
citations
afffundunlabeled
Global Extraintestinal Pathogenic Escherichia coli (ExPEC) Lineages
Amee R. Manges, Hyun Min Geum, Alice Guo, Thaddeus J. Edens, Chad Fibke, Johann Pitout
2019· review· en· Clinical Microbiology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
581
citations
affunlabeled
Global dissemination of a multidrug resistant <i>Escherichia coli</i> clone
Nicola K. Petty, Nouri L. Ben Zakour, Mitchell Stanton‐Cook, Elizabeth Skippington, Makrina Totsika, Brian M. Forde +14 more
2014· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
559
citations
affno abstractunlabeled
Antibiotic resistance increases with local temperature
Derek R. MacFadden, Sarah F. McGough, David N. Fisman, Mauricio Santillana, John S. Brownstein
2018· article· en· Nature Climate Change· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
552
citations
afffundunlabeled
Antimicrobial resistance: a concise update
Charlotte Shan Ho, Carlos T H Wong, Thet Tun Aung, Rajamani Lakshminarayanan, Jodhbir S. Mehta, Saaeha Rauz +6 more
2024· review· en· The Lancet Microbe· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
485
citations
afffundunlabeled
The Global Ascendency of OXA-48-Type Carbapenemases
Johann Pitout, Gisele Peirano, Marleen M. Kock, Kathy‐Anne Strydom, Yasufumi Matsumura
2019· review· en· Clinical Microbiology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
467
citations

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