Evidence map›Paper›PMID 41936659›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 Society2026

Proximal Facet Joint Violations in Augmented Reality-Guided versus Freehand Pedicle Screw Placement in the Lumbosacral Spine.

Giuseppe Loggia, Aron Alakmeh, Franziska C S Altorfer, Fedan Avrumova, Marco D Burkhard, Jiaqi Zhu, Frank P Cammisa, Andrew A Sama, Mazda Farshad, Darren R Lebl

Abstract read
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, 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

10 authors.

Giuseppe LoggiaDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA. giuseppe.loggia@gmx.ch.
Aron AlakmehDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA.
Franziska C S AltorferDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA.
Fedan AvrumovaDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA.
Marco D BurkhardDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA.
Jiaqi ZhuCenter for Biostatistics, Hospital for Special Surgery, New York, USA.
Frank P CammisaDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA.
Andrew A SamaDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA.
Mazda FarshadUniversity Spine Center Zurich, Universitätsklinik Balgrist, Zurich, Switzerland.
Darren R LeblDepartment of Spine Surgery, Hospital for Special Surgery, New York, USA. research@leblspinemd.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo compare the incidence and severity of proximal facet joint violations (FJVs) between augmented reality (AR)-guided and conventional freehand (FH) pedicle screw placement. The secondary objective was to evaluate associations between FJVs and patient-specific or surgical factors.

methodsAdult patients who underwent lumbar or sacral pedicle screw placement using either AR-guided or conventional FH techniques were included. Proximal FJVs were evaluated on postoperative computed tomography (CT) and classified using the modified Park and Shah systems. Demographic and surgical variables were recorded, and generalized linear mixed models were used to analyze associations with FJV occurrence.

resultsA total of 412 proximal facet joints in 206 patients were analyzed, with 103 patients in each group. The incidence of proximal FJVs was significantly lower in the AR group (7.8%, n = 16) compared to the FH group (17.0%, n = 36) (p < 0.001). In both cohorts, FJVs occurred mostly at the L5 level and were predominantly unilateral. Among all violations, most of these findings were classified as modified Park grade 1 (n = 29, 7.0%) or grade 2 (n = 21, 5.1%). One grade 3 violation (0.2%) was observed in the FH group. Baseline demographic and operative characteristics were comparable between groups.

conclusionThese findings demonstrate that AR-assisted pedicle screw placement was associated with significantly fewer proximal FJVs compared to the FH technique. The highest violation rate was observed at the L5 level in both groups. Further studies are warranted to confirm these findings across diverse populations and surgical settings.

Indexed as

Augmented realityFacet joint violationRobotic surgical proceduresSpinal fusionSurgical navigation

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.