Evidence map›Paper›PMID 42018075›Full record

SynthesisJournal of robotic surgery2026

Clinical efficacy and platform-specific analysis of robotic navigation systems in adolescent idiopathic scoliosis: a meta-analysis.

Zhen Yang, Ruoyan Wang, Guohang Shen, Yue Zhou, Yu Liu, Kaiyong Wang, Yupei Dai, Bo Mu

Abstract readMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis 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.

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

8 authors.

Zhen Yang *First Clinical Medical College, China Medical University, 77 Puhe Road, Shenbei New Area, Shenyang, 110122, Liaoning Province, P. R. China.
Ruoyan Wang *School of Basic Medicine and Forensic Medicine, North Sichuan Medical College, No.234 Fujiang Road, Shunqing District, Nanchong, 637000, Sichuan, China.
Guohang ShenNorth Sichuan Medical College, No. 234 Fu Jiang Road, Shunqing, Nanchong, 637000, Sichuan, P.R. China.
Yue ZhouNorth Sichuan Medical College, No. 234 Fu Jiang Road, Shunqing, Nanchong, 637000, Sichuan, P.R. China.
Yu LiuNorth Sichuan Medical College, No. 234 Fu Jiang Road, Shunqing, Nanchong, 637000, Sichuan, P.R. China.
Kaiyong WangDepartment of Clinical Medicine, Ningxia Medical University, Yinchuan, 750004, Ningxia Hui Autonomous Region, PR China.
Yupei DaiNorth Sichuan Medical College, No. 234 Fu Jiang Road, Shunqing, Nanchong, 637000, Sichuan, P.R. China. 1428421664@qq.com.
Bo MuSchool of Basic Medicine and Forensic Medicine, North Sichuan Medical College, No.234 Fujiang Road, Shunqing District, Nanchong, 637000, Sichuan, China. cbymubo@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robotic navigation has been increasingly adopted in adolescent idiopathic scoliosis (AIS) corrective surgery, yet its benefits over conventional techniques and potential platform-specific differences remain uncertain. PubMed, Cochrane Library, Web of Science, Embase, and CNKI were searched from inception to February 10, 2026 for comparative studies evaluating robot-assisted versus conventional AIS corrective surgery. Meta-analyses were conducted for pedicle screw accuracy and perioperative/clinical outcomes. Subgroup analyses were performed by robotic platform. Relative to conventional surgery, robotic assistance was associated with a longer overall operative time but a shorter screw-placement time. Robotic surgery also reduced fluoroscopy frequency and intraoperative blood loss. In radiographic outcomes, the robotic group showed a smaller Cobb angle change and a lower postoperative thoracic kyphosis. Regarding implant accuracy, robotic techniques yielded higher proportions of grade A + B screws and greater overall accuracy, with consistent advantages observed in both TiRobot and Mazor subgroups. Current evidence indicates that robot-assisted AIS correction improves pedicle screw placement accuracy and decreases radiation exposure and intraoperative blood loss without increasing complications, although total operative time may be prolonged. Well-designed prospective studies are required to further define platform-specific effectiveness and clinical value.

Indexed as

Robotic Surgical ProceduresScoliosisAdolescentBlood Loss, SurgicalHumansOperative TimePedicle ScrewsTreatment OutcomeAdolescent idiopathic scoliosisMeta-analysisPedicle screwRobot-assisted surgeryScrew placement accuracySpinal deformity correction

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.