Evidence mapPaperPMID 42196815Full record

ReviewDiagnostics (Basel, Switzerland)2026

Artificial Intelligence in Sports Medicine: A Decision-Centered Framework for the Future Sports Physician.

Stefano Palermi, Rita Pucciatti, Nor-Eddine Regnard, Ali Guermazi, Fabiano Araujo, Andrea Demeco, Yosra Mekki, Giuseppe D'Antona, Alessia Guarnera, Simone Cerciello and 2 more

Abstract readReview
In one paragraph

Review in Diagnostics (Basel, Switzerland), 2026. 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

12 authors.

Stefano PalermiDepartmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, 00187 Rome, Italy.ORCID 0000-0003-1558-4857
Rita PucciattiDepartmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, 00187 Rome, Italy.
Nor-Eddine RegnardGleamer, 75010 Paris, France.
Ali GuermaziDepartment of Radiology, VA Boston Healthcare System, Boston University School of Medicine, Boston, MA 02130, USA.
Fabiano AraujoFCA Consulting Services, Belo Horizonte 30180-106, MG, Brazil.ORCID 0000-0002-8384-0480
Andrea DemecoPhysical and Rehabilitative Medicine, Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100 Catanzaro, Italy.ORCID 0000-0001-5419-4275
Yosra MekkiCollege of Medicine, Qatar University, QU Health, Doha P.O. Box 2713, Qatar.
Giuseppe D'AntonaDepartment of Public Health, Experimental and Forensic Medicine, University of Pavia, 27100 Pavia, Italy.ORCID 0000-0002-0683-5565
Alessia GuarneraDepartmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, 00187 Rome, Italy.ORCID 0000-0001-5529-7575
Simone CercielloDepartmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, 00187 Rome, Italy.ORCID 0000-0003-2474-3696
Matteo GuzziniDepartmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, 00187 Rome, Italy.ORCID 0000-0002-4924-5549
Marco VecchiatoSports and Exercise Medicine Division, Department of Medicine, University of Padova, 35128 Padova, Italy.ORCID 0000-0003-2395-4977

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencedigital healthinjury preventionmusculoskeletal imagingsports medicine

Identifiers

PMID42196815
PMCPMC13205505

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.