Evidence map›Paper›PMID 42474831›Full record

ArticleJournal of robotic surgery2026

Level-specific accuracy of robotic-assisted versus fluoroscopy-assisted lumbar pedicle screw placement: a retrospective comparative cohort study.

F Iaccarino, D E Dugoni, G Pavesi, A Landi, M Gallieni, A K Aftahy, C Iaccarino, M Giordano

Abstract readComparative Study
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In one paragraph

Article in Journal of robotic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

8 authors.

F IaccarinoSchool of Neurosurgery, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy. federico.iacca1995@gmail.com.ORCID http://orcid.org/0009-0002-3651-1884
D E DugoniNeurosurgery unit, Centro Chirurgico Toscano, Arezzo, Italy.
G PavesiSchool of Neurosurgery, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
A LandiNeurosurgery unit, Centro Chirurgico Toscano, Arezzo, Italy.
M GallieniNeurosurgery unit, International Neuroscience Institute, Hannover, Germany.
A K AftahyNeurosurgery unit, International Neuroscience Institute, Hannover, Germany.
C IaccarinoSchool of Neurosurgery, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
M GiordanoNeurosurgery unit, International Neuroscience Institute, Hannover, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background robotic-assisted (RA) pedicle screw placement has been increasingly adopted in lumbar spine surgery because of its potential to improve accuracy compared with conventional fluoroscopy-assisted (FA) techniques. However, vertebral level-specific differences remain insufficiently characterized. This study compared RA and FA lumbar pedicle screw placement focusing on level-specific and side-specific radiographic accuracy. Methods a retrospective single-center comparative cohort study was conducted using prospectively collected data. A total of 2065 lumbar pedicle screws were analyzed, including 1053 placed using RA and 1012 using conventional FA instrumentation. Screw accuracy was assessed postoperatively using the Gertzbein-Robbins classification, with Grade A considered optimal. Level-specific and side-specific analyses were performed for L1-L5. Fisher's exact test, clustered logistic regression, and propensity score weighted sensitivity analyses were used for statistical comparisons. Results Grade A placement was achieved in 99.1% of RA screws (1044/1053) versus 87.9% of FA screws (890/1012) (p < 0.001). Robotic-assisted instrumentation demonstrated significantly higher rates of optimal screw placement across all lumbar levels and both sides. The greatest relative differences were observed at upper lumbar levels, particularly L1-L2. At L5, Grade A placement reached 100.0% on the right side and 99.5% on the left side in the RA cohort, compared with 89.2% and 88.1% in the FA cohort (both p < 0.001). Fluoroscopy-assisted instrumentation independently predicted lower odds of optimal screw placement (OR 0.042, 95% CI 0.016-0.111; p < 0.001). Conclusions robotic-assisted lumbar pedicle screw placement was associated with significantly higher radiographic Grade A screw placement accuracy than FA instrumentation.

Indexed as

Lumbar VertebraePedicle ScrewsRobotic Surgical ProceduresSpinal FusionFemaleFluoroscopyHumansMaleMiddle AgedRetrospective StudiesFluoroscopy-assisted technique.Lumbar spinePedicle screwRobotic-assisted surgeryRobotic spine surgeryScrew accuracySpinal navigation

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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.