Evidence map›Paper›PMID 40807032›Full record

ArticleJournal of clinical medicine2025

Assessing the Accuracy and Readability of Large Language Model Guidance for Patients on Breast Cancer Surgery Preparation and Recovery.

Elena Palmarin, Stefania Lando, Alberto Marchet, Tania Saibene, Silvia Michieletto, Matteo Cagol, Francesco Milardi, Dario Gregori, Giulia Lorenzoni

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Elena PalmarinUnit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35131 Padova, Italy.
Stefania LandoUnit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35131 Padova, Italy.ORCID 0009-0006-2622-0628
Alberto MarchetBreast Surgery Unit, Veneto Institute of Oncology IOV, IRCCS, 35128 Padova, Italy.
Tania SaibeneBreast Surgery Unit, Veneto Institute of Oncology IOV, IRCCS, 35128 Padova, Italy.
Silvia MichielettoBreast Surgery Unit, Veneto Institute of Oncology IOV, IRCCS, 35128 Padova, Italy.
Matteo CagolBreast Surgery Unit, Veneto Institute of Oncology IOV, IRCCS, 35128 Padova, Italy.
Francesco MilardiGeneral Surgery, Department of Surgery, Oncology and Gastroenterology, University of Padova, 35128 Padova, Italy.
Dario GregoriUnit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35131 Padova, Italy.ORCID 0000-0001-7906-0580
Giulia LorenzoniUnit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35131 Padova, Italy.ORCID 0000-0003-1771-4686

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

breast cancerlarge language modelspatient educationperioperative care

Identifiers

PMID40807032
PMCPMC12347998

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.