Evidence mapPaperPMID 39459505Full record

ArticleMedicina (Kaunas, Lithuania)2024

Machine Learning Algorithm-Aided Determination of Predictors of Mortality from Diabetic Foot Sepsis at a Regional Hospital in South Africa During the COVID-19 Pandemic.

Carlos Matsinhe, Shingirai Brenda Kagodora, Tshifhiwa Mukheli, Tshepo Polly Mokoena, William Khabe Malebati, Maeyane Stephens Moeng, Thifhelimbilu Emmanuel Luvhengo

Abstract read
In one paragraph

Article in Medicina (Kaunas, Lithuania), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Observational
  5. Review
  6. Article
  7. Article
  8. Article
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

7 authors.

Carlos MatsinheDepartment of Surgery, Thelle Mogoerane Hospital, University of the Witwatersrand, Johannesburg 2017, South Africa.ORCID 0009-0004-9262-0246
Shingirai Brenda KagodoraDepartment of Nuclear Medicine, University of the Witwatersrand, Johannesburg 2017, South Africa.ORCID 0000-0001-8157-3924
Tshifhiwa MukheliDirectorate of Oral Health and Therapeutic Services, Gauteng Province Department of Health, Johannesburg 2001, South Africa.ORCID 0000-0003-3633-2181
Tshepo Polly MokoenaDepartment of Podiatry, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg 2193, South Africa.ORCID 0009-0007-4721-5788
William Khabe MalebatiNursing Department, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg 2193, South Africa.ORCID 0000-0003-3881-2218
Maeyane Stephens MoengDepartment of Surgery, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg 2193, South Africa.ORCID 0000-0001-7459-3388
Thifhelimbilu Emmanuel LuvhengoDepartment of Surgery, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg 2193, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Amputation, SurgicalCOVID-19Diabetic FootMachine LearningSepsisAdultAgedAlgorithmsFemaleHospital MortalityHumansMaleMiddle AgedPandemicsRetrospective StudiesSARS-CoV-2COVID-19diabetic foot sepsisHIVmachine learningmortality

Identifiers

PMID39459505
PMCPMC11509229

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.