Evidence map›Paper›PMID 42590075›Full record

ArticleJournal of clinical medicine2026

Machine-Learning-Based Prediction of Cervical Pedicle Screw Malposition from Clinical and Anatomical Features.

Milan S Vosko, Stefan Aspalter, Anja Blenk, Petra Böhm, Nico Stroh-Holly, Andreas Gruber, Wolfgang Senker

Abstract read
In one paragraph

Article in Journal of clinical medicine, 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

7 authors.

Milan S VoskoDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.ORCID 0009-0005-4400-0445
Stefan AspalterDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.ORCID 0000-0003-0782-0311
Anja BlenkDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.
Petra BöhmDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.
Nico Stroh-HollyDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.
Andreas GruberDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.
Wolfgang SenkerDepartment of Neurosurgery, Kepler University Hospital, Johannes Kepler University Linz, 4040 Linz, Austria.ORCID 0000-0003-1123-231X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cervical pedicle screwsmachine learningminimally invasive spine surgeryoutcome prediction

Identifiers

PMID42590075
PMCPMC13467386

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.