SynthesisEuropean spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society2018
Robot-assisted and conventional freehand pedicle screw placement: a systematic review and meta-analysis of randomized controlled trials.
Synthesis 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, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 6 of them syntheses that pooled 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.
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.
Who cites it
70 citing papers in PubMed, 6 syntheses or guidelines pooled it, 156 citations in OpenAlex.
- Robot-assisted technique versus freehand technique for spine surgery: an umbrella review.Annals of medicine · 2025Pooled it
- Spine-specific robots may offer superior screw placement accuracy in spinal surgery procedures. A systematic review and network and proportional meta-analysis.Journal of orthopaedic surgery and research · 2025Pooled it
- Single-arm meta-analysis on robotic spine instrumentation for young patients.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2025Pooled it
- Augmented Reality (AR) for Surgical Robotic and Autonomous Systems: State of the Art, Challenges, and Solutions.Sensors (Basel, Switzerland) · 2023Pooled it
- Learning curves in robotic neurosurgery: a systematic review.Neurosurgical review · 2022Pooled it
- Guideline for Thoracolumbar Pedicle Screw Placement Assisted by Orthopaedic Surgical Robot.Orthopaedic surgery · 2019Guideline
- Effect of robotic-assisted percutaneous pedicle screw internal fixation for thoracolumbar fractures: a randomized, controlled clinical trial.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 · 2026Trial
- The efficacy of immersive virtual reality surgical simulator training for pedicle screw placement: a randomized double-blind controlled trial.International orthopaedics · 2020Trial
- Minimally invasive versus conventional fixation of tracer in robot-assisted pedicle screw insertion surgery: a randomized control trial.BMC musculoskeletal disorders · 2020Trial
- A Smartphone-based Gyroscopic Method of Pedicle Screw Fixation-A Pilot Study and Technical Note.Asian journal of neurosurgery · 2026Article
- Robot-assisted, minimally invasive spinal tumor resection and posterior spinal fusion.Neurosurgical focus: Video · 2026Article
- Robot-assisted versus conventional posterior lumbar interbody fusion for lumbar spinal stenosis: a propensity score-matched cohort study on total and hidden blood loss.Journal of orthopaedic surgery and research · 2026Article
- A prospective multicentric trial on accuracy, efficiency, safety, and outcomes of robot-assisted thoracic pedicle screw fixation.Journal of robotic surgery · 2026Observational
- The global landscape of robot-assisted pedicle screws: a bibliometric and thematic evolution analysis.Journal of robotic surgery · 2026Review
- Global analysis and prospects of assisted pedicle screw placement surgery: a bibliometric study.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 · 2026Article
- Complications With Navigation-Assistance in Thoraco-Lumbar Spine Surgery.Global spine journal · 2026Article
- Robot-assisted pedicle screw placement in spinal surgery: an updated systematic umbrella review and meta-meta-analysis of comparisons against freehand and navigation-guided techniques.EFORT open reviews · 2026Article
- Applications of robotic technology in orthopaedic surgery: A technology review.Journal of robotic surgery · 2025Review
- Effectiveness and reliability of AI in diagnosis and robot-assisted spinal and cranial surgery: efficient outcomes and ethical worries.Annals of medicine and surgery (2012) · 2025Review
- Risk factors analysis for pedicle screw placement deviation in robot-assisted MIS-TLIF.BMC surgery · 2025Article
10 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeSeveral studies have revealed that robot-assisted technique might improve the pedicle screw insertion accuracy, but owing to the limited sample sizes in the individual study reported up to now, whether or not robot-assisted technique is superior to conventional freehand technique is indefinite. Thus, we performed this systematic review and meta-analysis based on randomized controlled trials to assess which approach is better.
methodsElectronic databases including PubMed, EMBASE, CENTRAL, ISI Web of Science, CNKI and WanFang were systematically searched to identify potentially eligible articles. Main endpoints containing the accuracy of pedicle screw implantation and proximal facet joint violation were evaluated as risk ratio (RR) and the associated 95% confidence intervals (95% CIs), while radiation exposure and surgical duration were presented as mean difference (MD) or standard mean difference (SMD). Meta-analyses were performed using RevMan 5.3 software.
resultsSix studies involving 158 patients (688 pedicle screws) in robot-assisted group and 148 patients (672 pedicle screws) in freehand group were identified matching our study. The Grade A accuracy rate in robot-assisted group was superior to freehand group (RR 1.03, 95% CI 1.00, 1.06; P = 0.04), but the Grade A + B accuracy rate did not differ between the two groups (RR 1.01, 95% CI 0.99, 1.02; P = 0.29). With regard to proximal facet joint violation, the combined results suggested that robot-assisted group was associated with significantly fewer proximal facet joint violation than freehand group (RR 0.07, 95% CI 0.01, 0.55; P = 0.01). As was the radiation exposure, our findings suggested that robot-assisted technique could significantly reduce the intraoperative radiation time (MD - 12.38, 95% CI - 17.95, - 6.80; P < 0.0001) and radiation dosage (SMD - 0.64, 95% CI - 0.85, - 0.43; P < 0.00001). But the overall surgical duration was longer in robot-assisted group than conventional freehand group (MD 20.53, 95% CI 5.17, 35.90; P = 0.009).
conclusionsThe robot-assisted technique was associated with equivalent accuracy rate of pedicle screw implantation, fewer proximal facet joint violation, less intraoperative radiation exposure but longer surgical duration than freehand technique. Powerful evidence relies on more randomized controlled trials with high quality and larger sample size in the future.
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Registered trials
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.