Evidence map›Paper›PMID 42793568›Full record

ArticleHealthcare (Basel, Switzerland)2026

From Assistance to Autonomy: Acceptability of Progressive Artificial Intelligence Integration in Facial Reconstructive Surgery-Protocol for Within-Subjects Vignette Experiment Among Romanian Adults.

Valeria Dina, Andrei-Paul Tent, Andrei-Teodor Maghiar, Ruxandra Florina Bodog, Titus-Andrei Grecu, Octavian-Marius Crețu, Laura Maghiar, Florian Bodog, Georgiana Albina Căiță, Mircea Ioan Șandor and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Healthcare (Basel, Switzerland), 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

12 authors.

Valeria DinaDoctoral School, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Andrei-Paul TentDepartment of Oral and Maxillo-Facial Surgery, Faculty of Medicine and Pharmacy, University of Oradea, Universității Street No. 1, 410087 Oradea, Romania.ORCID 0000-0002-6807-6162
Andrei-Teodor MaghiarDepartment of Surgical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 1st December Square No. 10, 410073 Oradea, Romania.ORCID 0000-0003-1099-6350
Ruxandra Florina BodogDepartment of Surgical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 1st December Square No. 10, 410073 Oradea, Romania.
Titus-Andrei GrecuDepartment of Plastic Surgery, The Christie NHS Foundation Trust, 550 Wilmslow Road, Manchester M20 4BX, UK.ORCID 0000-0002-4136-6872
Octavian-Marius CrețuDepartment of Surgery I-Clinic of Surgical Semiotics and Thoracic Surgery, "Victor Babeș" University of Medicine and Pharmacy Timișoara, Eftimie Murgu Square No. 2, 300041 Timișoara, Romania.
Laura MaghiarDepartment of Psycho-Neurosciences and Rehabilitation, Faculty of Medicine and Pharmacy, University of Oradea, Universității Street No. 1, 410087 Oradea, Romania.ORCID 0000-0001-8901-8271
Florian BodogDepartment of Surgical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 1st December Square No. 10, 410073 Oradea, Romania.
Georgiana Albina CăițăDepartment of Surgical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 1st December Square No. 10, 410073 Oradea, Romania.
Mircea Ioan ȘandorDepartment of Surgical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 1st December Square No. 10, 410073 Oradea, Romania.
Raul ChioibasDepartment of Surgery I, Faculty of Medicine, "Victor Babeș" University of Medicine and Pharmacy Timișoara, Eftimie Murgu Square No. 2, 300041 Timișoara, Romania.
Ioan LascărDoctoral School, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.

Funding

University of Oradea
6 · The paper itself

Abstract

Artificial intelligence (AI) is entering surgical planning along a continuum that runs from imaging assistance to near-autonomous plan generation, and facial reconstructive surgery-where outcomes bear directly on identity and social functioning-is among the most sensitive settings for this transition. Existing acceptability research has largely compared AI-supported care with conventional care in binary designs, and Central and Eastern European populations remain underrepresented. This protocol describes a cross-sectional, within-subjects vignette experiment among Romanian adults recruited online (target

Indexed as

acceptabilityalgorithm aversionartificial intelligencefacial reconstructive surgeryresponsibility attributionrisk perceptionstudy protocolsurgical planningtrustvignette experiment

Identifiers

PMID42793568
PMCPMC13606377

What OpenQuestion holds

Textmetadata
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.