Evidence map›Paper›PMID 37525019›Full record

Article3D printing in medicine2023

Generative AI for medical 3D printing: a comparison of ChatGPT outputs to reference standard education.

Aakanksha Sriwastwa, Prashanth Ravi, Andrew Emmert, Shivum Chokshi, Shayne Kondor, Kashish Dhal, Parimal Patel, Leonid L Chepelev, Frank J Rybicki, Rajul Gupta

Abstract readEditorial
PubMed Full text at PMC Publisher
In one paragraph

Article in 3D printing in medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. The Role of AI in Shaping Medical Education: Insights from an Umbrella Review of Review Studies.Journal of advances in medical education & professionalism · 2025
    Review
  3. Article
  4. Review
  5. Based on Medicine, The Now and Future of Large Language Models.Cellular and molecular bioengineering · 2024
    Review
  6. Article
  7. 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

10 authors.

Aakanksha SriwastwaDepartment of Radiology, University of Cincinnati, College of Medicine, Cincinnati, OH, 45219, USA.
Prashanth RaviDepartment of Radiology, University of Cincinnati, College of Medicine, Cincinnati, OH, 45219, USA.
Andrew EmmertDepartment of Orthopedics and Sports Medicine, University of Cincinnati, Cincinnati, OH, 45209, USA.
Shivum ChokshiDepartment of Radiology, University of Cincinnati, College of Medicine, Cincinnati, OH, 45219, USA.
Shayne KondorDepartment of Radiology, University of Cincinnati, College of Medicine, Cincinnati, OH, 45219, USA.
Kashish DhalDepartment of Mechanical and Aerospace Engineering, University of Texas, Arlington, TX, 76010, USA.
Parimal PatelDepartment of Mechanical and Aerospace Engineering, University of Texas, Arlington, TX, 76010, USA.
Leonid L ChepelevJoint Department of Medical Imaging, University of Toronto, Toronto, Ontario, M5G 2N2, Canada.
Frank J RybickiDepartment of Radiology, University of Cincinnati, College of Medicine, Cincinnati, OH, 45219, USA. rybickfk@ucmail.uc.edu.
Rajul GuptaDepartment of Orthopedics and Sports Medicine, University of Cincinnati, Cincinnati, OH, 45209, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

3D printingAdditive manufacturingArtificial intelligenceGenerative AIMedical educationPostgraduate educationRadiologyRapid prototyping

Identifiers

PMID37525019
PMCPMC10391950

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.