Evidence map›Paper›PMID 42495338›Full record

ArticleACS omega2026

Signal-Analytics Modeling of Fluorescence Time-to-Detection for

Charles Andre Haab, Jussiane Souza Silva, Thiago Alexandro Nascimento de Andrade, Maria Clara Bohn Silva, Geovana Mussato Mello, Darliana Mello Souza, Adriano Marques Jaime, Vandré Sonza Pinto, Caroline Pinto Rangel, Tiago Batista Tonon and 1 more

Abstract read
In one paragraph

Article in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Charles Andre HaabDepartment of Electrical Energy Processing, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.ORCID https://orcid.org/0000-0002-3369-4796
Jussiane Souza SilvaDepartment of Chemistry, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.ORCID https://orcid.org/0000-0003-3537-9519
Thiago Alexandro Nascimento de AndradeDepartment of Statistics, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Maria Clara Bohn SilvaDepartment of Computer Science, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Geovana Mussato MelloDepartment of Chemistry, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Darliana Mello SouzaDepartment of Chemistry, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.ORCID https://orcid.org/0000-0002-8434-5318
Adriano Marques JaimeDepartment of Electrical Energy Processing, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Vandré Sonza PintoDepartment of Food Science and Technology, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Caroline Pinto RangelDepartment of Food Science and Technology, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Tiago Batista TononDepartment of Computer Science, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.
Leandro MichelsDepartment of Electrical Energy Processing, Federal University of Santa Maria, Avenida Roraima 1000, Santa Maria, Rio Grande do Sul 97105-900, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coliform bacteria are widely used as indicators of fecal contamination, and pathogenic strains of

Identifiers

PMID42495338
PMCPMC13393204

What Socratic 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 Socratic graph.