Evidence map›Paper›PMID 41295348›Full record

ReviewJournal of cardiovascular development and disease2025

ChatGPT Applications in Heart Failure: Patient Education, Readability Enhancement, and Clinical Utility.

Robert S Doyle, Jack Hartnett, Hugo C Temperley, Cian P Murray, Ross Walsh, Jamie Walsh, John McCormick, Catherine McGorrian, Katie Murphy, Kenneth McDonald

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Journal of cardiovascular development and disease, 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

10 authors.

Robert S DoyleCardiology Department, Mater Misericordiae University Hospital, Eccles St., D07 R2WY Dublin, Ireland.
Jack HartnettCardiology Department, Mater Misericordiae University Hospital, Eccles St., D07 R2WY Dublin, Ireland.
Hugo C TemperleyRadiology Department, St. James's Hospital, James's St., Saint James, D08 NHY1 Dublin, Ireland.ORCID 0000-0001-9151-3431
Cian P MurrayCardiology Department, St. James's Hospital, James's St., Saint James, D08 NHY1 Dublin, Ireland.ORCID 0000-0002-4838-4379
Ross WalshCardiothoracic Surgery Department, Mater Misericordiae University Hospital, Eccles St., D07 R2WY Dublin, Ireland.
Jamie WalshCardiothoracic Surgery Department, Mater Misericordiae University Hospital, Eccles St., D07 R2WY Dublin, Ireland.ORCID 0009-0006-5451-9854
John McCormickCardiology Department, St. Vincent's University Hospital, Elm Park, D04 T6F4 Dublin, Ireland.ORCID 0000-0003-3154-3609
Catherine McGorrianCardiology Department, Mater Misericordiae University Hospital, Eccles St., D07 R2WY Dublin, Ireland.
Katie MurphyCardiology Department, Mater Misericordiae University Hospital, Eccles St., D07 R2WY Dublin, Ireland.
Kenneth McDonaldCardiology Department, St. Vincent's University Hospital, Elm Park, D04 T6F4 Dublin, Ireland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceChatGPTheart failurelanguage modelspatient educationsystematic review

Identifiers

PMID41295348
PMCPMC12653403

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.