Evidence map›Paper›PMID 38793014›Full record

ArticleMedicina (Kaunas, Lithuania)2024

Machine Learning-Based Mortality Prediction in Chronic Kidney Disease among Heart Failure Patients: Insights and Outcomes from the Jordanian Heart Failure Registry.

Mahmoud Izraiq, Raed Alawaisheh, Rasheed Ibdah, Aya Dabbas, Yaman B Ahmed, Abdel-Latif Mughrabi Sabbagh, Ahmad Zuraik, Muhannad Ababneh, Ahmad A Toubasi, Basel Al-Bkoor and 1 more

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 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

11 authors.

Mahmoud IzraiqCardiology Section, Internal Medicine Department, Specialty Hospital, Amman 12344, Jordan.
Raed AlawaishehCardiology Section, Internal Medicine Department, Specialty Hospital, Amman 12344, Jordan.
Rasheed IbdahCardiology Section, Internal Medicine Department, King Abdullah University Hospital, Irbid 22110, Jordan.ORCID 0000-0001-7872-973X
Aya DabbasCardiology Section, Internal Medicine Department, Specialty Hospital, Amman 12344, Jordan.
Yaman B AhmedCardiology Section, Internal Medicine Department, King Abdullah University Hospital, Irbid 22110, Jordan.ORCID 0000-0002-0456-1230
Abdel-Latif Mughrabi SabbaghCardiology Section, Internal Medicine Department, Specialty Hospital, Amman 12344, Jordan.ORCID 0009-0006-8718-9249
Ahmad ZuraikCardiology Section, Internal Medicine Department, Jordan University Hospital, Amman 11942, Jordan.
Muhannad AbabnehCardiology Section, Internal Medicine Department, King Abdullah University Hospital, Irbid 22110, Jordan.ORCID 0000-0001-8193-7046
Ahmad A ToubasiCardiology Section, Internal Medicine Department, Jordan University Hospital, Amman 11942, Jordan.ORCID 0000-0002-4688-9728
Basel Al-BkoorCardiology Section, Internal Medicine Department, Specialty Hospital, Amman 12344, Jordan.
Hadi Abu-HantashDepartment of Cardiology, Amman Surgical Hospital, Amman 11180, Jordan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Heart FailureMachine LearningRegistriesRenal Insufficiency, ChronicAdultAgedAged, 80 and overBlood Urea NitrogenCohort StudiesCreatinineFemaleGlomerular Filtration RateHumansJordanMaleMiddle AgedCreatininechronic kidney diseaseheart failuremachine learningmortality predictionrandom forest classifier

Identifiers

PMID38793014
PMCPMC11122754

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.