Evidence map›Paper›PMID 39445836›Full record

ArticleJournal of clinical microbiology2024

A novel machine-learning aided platform for rapid detection of urine ESBLs and carbapenemases: URECA-LAMP.

L Ricardo Castellanos, Ryan Chaffee, Hitendra Kumar, Biniyam Kahsay Mezgebo, Pawulos Kassau, Gisele Peirano, Johann D D Pitout, Keekyoung Kim, Dylan R Pillai

Abstract read
In one paragraph

Article in Journal of clinical microbiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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 registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Review
  2. Article
  3. Rapid commercial CTX-M diagnostics: Performance, limitations and clinical impact.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026
    Review
  4. Article
  5. Article
  6. Advances in the detection of Drug-Resistant bacteria: current trends and innovations.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026
    Review
  7. Review
  8. Article
  9. Review
  10. CTX-M-ProducingInfection and drug resistance · 2025
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

L Ricardo Castellanos *Department of Pathology & Laboratory Medicine, Medicine, and Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.ORCID 0000-0003-3580-2719
Ryan Chaffee *Department of Pathology & Laboratory Medicine, Medicine, and Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.ORCID 0009-0000-0943-2414
Hitendra Kumar *Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta, Canada.ORCID 0000-0003-3185-8440
Biniyam Kahsay Mezgebo *Department of Pathology & Laboratory Medicine, Medicine, and Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.ORCID 0009-0000-6623-1109
Pawulos KassauAmhara Public Health Institute, Amhara Bahir Dar, Ethiopia.
Gisele PeiranoDepartment of Pathology & Laboratory Medicine, Medicine, and Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.
Johann D D PitoutDepartment of Pathology & Laboratory Medicine, Medicine, and Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.ORCID 0000-0002-4547-4707
Keekyoung KimDepartment of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta, Canada.
Dylan R PillaiDepartment of Pathology & Laboratory Medicine, Medicine, and Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.ORCID 0000-0001-9518-5551

Funding

Canadian Government | Canadian Institutes of Health Research (CIHR) JPIAMR2021-125
6 · The paper itself

Abstract

Pathogenic gram-negative bacteria frequently carry genes encoding extended-spectrum beta-lactamases (ESBL) and/or carbapenemases. Of great concern are carbapenem resistant

Indexed as

Bacterial Proteinsbeta-LactamasesMachine LearningMolecular Diagnostic TechniquesNucleic Acid Amplification TechniquesAcinetobacter baumanniiGram-Negative BacteriaGram-Negative Bacterial InfectionsHumansSensitivity and SpecificitySmartphoneBacterial Proteinsbeta-Lactamasescarbapenemaseantimicrobial resistancediagnostic testsloop-mediated isothermal amplificationmachine learningnear-patient testingPOCTpoint-of-care testingUTI

Identifiers

PMID39445836
PMCPMC11559160

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.