ArticleAntibiotics (Basel, Switzerland)2026
Explainable Stacked Ensemble Learning for Predicting Antibiotic Residues in the Danube River Within the Territory of the City of Novi Sad, Serbia.
Dušan Kekić, Miloš Jovićević, Olja Šovljanski, Ana Tomić, Lato Pezo, Nemanja Mirković, Radmila Novaković, Ivan Vićić, Nikola Bajčetić, Ljiljana Tolić Stojadinović and 5 more
Abstract read
In one paragraphArticle in Antibiotics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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0citing papers in PubMed
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What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
2 · The registryThe trial behind it
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3 · Its place in the literatureWho cites it
0 citing papers in PubMed.
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
15 authors.
Dušan KekićInstitute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0002-0327-4838 Miloš JovićevićInstitute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0009-0002-4863-5411 Lato PezoInstitute of General and Physical Chemistry, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0002-0704-3084 Nemanja MirkovićFaculty of Agriculture, University of Belgrade, 11000 Belgrade, Serbia.
Radmila NovakovićInstitute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0002-1097-2060 Ivan VićićDepartment of Food Hygiene and Technology, Faculty of Veterinary Medicine, University of Belgrade, 11000 Belgrade, Serbia.
Ljiljana Tolić StojadinovićInnovation Center of the Faculty of Technology and Metallurgy, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0001-8438-5267 Svetlana GrujićFaculty of Technology and Metallurgy, University of Belgrade, 11000 Belgrade, Serbia.
Nedjeljko KarabasilDepartment of Food Hygiene and Technology, Faculty of Veterinary Medicine, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0001-6097-3216 Nataša OpavskiInstitute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0002-8765-4044 Ina GajićInstitute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia.ORCID 0000-0002-1578-2776 Funding
Science Fund of the Republic of Serbia 7042
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
antibiotic contaminationenvironmental monitoringexplainable artificial intelligencemachine learningmicrobial indicatorsphysicochemical parametersrandom forestSHAP analysisstacked ensemble learningsurface waters
Identifiers
PMID42792070
PMCPMC13603386
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