Evidence map›Paper›PMID 40381027›Full record

ArticleEuropean spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society2025

Letter to the Editor concerning "AI versus the spinal surgeons in the management of controversial spinal surgery scenarios" by Mehmet, S. et al. (Eur spine J [2025]: doi.org/10.1007/s00586-025-08825-w).

Xianfa Zhang, Jing Wang

Abstract readLetter
PubMed Publisher
In one paragraph

Article in European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 2025. 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

2 authors.

Xianfa ZhangDepartment of Orthopedics, Wenshang People's Hospital, Wenshang, Ji'ning, Shandong, China. 328534047@qq.com.
Jing WangDepartment of Orthopedics, Wenshang People's Hospital, Wenshang, Ji'ning, Shandong, China. zxianfa2003@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We have conducted an in-depth analysis of the comparative study on AI and spinal surgeons presented by Mehmet et al. While we recognize the significant contributions of this work, we also identify certain limitations, including a restricted sample size, extended data collection intervals, and inadequate validation of AI outputs. To address these issues, we propose increasing the sample diversity, reducing the duration between data collection points, implementing double-blind evaluations of AI responses, fostering interdisciplinary collaboration, and establishing a long-term monitoring framework. These measures aim to enhance the scientific rigor, generalizability, and reliability of AI applications in clinical settings.

Indexed as

Orthopedic SurgeonsSpineSurgeonsHumans

Identifiers

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.