Evidence map›Paper›PMID 40867963›Full record

ArticleAntibiotics (Basel, Switzerland)2025

Artificial Neural Network for the Fast Screening of Samples from Suspected Urinary Tract Infections.

Cristiano Ialongo, Marco Ciotti, Alfredo Giovannelli, Flaminia Tomassetti, Martina Pelagalli, Stefano Di Carlo, Sergio Bernardini, Massimo Pieri, Eleonora Nicolai

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Antibiotics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Cristiano IalongoDepartment of Experimental Medicine, Policlinico Umberto I, 'Sapienza' University, 00161 Rome, Italy.ORCID 0000-0002-2816-7107
Marco CiottiLaboratory of Clinical Microbiology and Virology, Tor Vergata University Hospital, 00133 Rome, Italy.ORCID 0000-0002-9943-9130
Alfredo GiovannelliDepartment of Experimental Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.
Flaminia TomassettiDepartment of Experimental Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.ORCID 0000-0002-6336-814X
Martina PelagalliDepartment of Laboratory Medicine, Tor Vergata University Hospital, 00133 Rome, Italy.ORCID 0009-0004-6028-9739
Stefano Di CarloDepartment of Laboratory Medicine, Tor Vergata University Hospital, 00133 Rome, Italy.
Sergio BernardiniDepartment of Experimental Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.
Massimo PieriDepartment of Experimental Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.ORCID 0000-0002-3463-0268
Eleonora NicolaiDepartmental Faculty of Medicine, Unicamillus-Saint Camillus International University of Health and Medical Sciences, 00131 Rome, Italy.ORCID 0000-0003-1415-9808

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bacteriuriaflow cytometrymultilayer perceptronsneural networksurinary tract infectionsurine cultureUTI

Identifiers

PMID40867963
PMCPMC12382700

What OpenQuestion holds

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Registered trials

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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.