Evidence map›Paper›PMID 41712150›Full record

ArticleJournal of robotic surgery2026

Robotic-assisted navigation facilitates accurate and clinically safe pedicle screw placement by a well-trained orthopaedic surgery resident when compared to an attending surgeon: a cadaveric study.

Amith Umesh, Austin C Kaidi, Benjamin N Groisser, Ankush Thakur, Takashi Hirase, Gregory S Kazarian, Howard J Hillstrom, Akshitha Adhiyaman, Matthew E Cunningham, M Timothy Hresko and 6 more

Abstract readComparative Study
PubMed Publisher
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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

16 authors.

Amith UmeshHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Austin C KaidiHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Benjamin N GroisserHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Ankush ThakurHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Takashi HiraseHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Gregory S KazarianHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Howard J HillstromHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Akshitha AdhiyamanHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Matthew E CunninghamHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
M Timothy HreskoDepartment of Orthopedic Surgery Boston, Boston Children's Hospital, MA, USA.
Ram HaddasMotion Analysis Laboratory, University of Rochester Medical Center, Rochester, NY, USA.
John S BlancoHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Douglas N MintzHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Ryan E BreighnerHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Roger F WidmannHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA.
Jessica H HeyerHospital for Special Surgery, Department of Orthopedic Surgery , NY, USA. HeyerJ@hss.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pedicle screws can be placed using freehand technique, navigation, or robotic-assisted navigation (RAN). There is a steep learning curve for RAN in pediatric spine deformity. This study aimed to compare pedicle screw accuracy, precision, and incidence of breach using RAN between a pediatric spine surgeon with 3 years of RAN experience and a fourth-year orthopedic resident who had completed pediatric- and adult-spine rotations with RAN training. A preoperative computed tomography (CT) scan was obtained on two adult cadavers. The resident and attending each placed T2-L5 screws bilaterally in one cadaver each using RAN. A computer-vision algorithm was used to compare the postoperative CT screw position to the preoperatively planned screw position. Laminectomies were performed to assess breach. Statistical analysis compared systematic error (signed mean error), precision (2 standard deviations), and accuracy (mean absolute error) between training levels for angular deviation and translational deviation at the screw tip, tail, and mid-pedicle positions in the medial-lateral (ML) and superior-inferior (SI) directions. Fifty-seven screws were placed in two cadavers. The attending screws were more precise and accurate than the resident screws in the ML direction at the tail and mid-pedicle positions, and more precise in the ML direction at the tip (P < 0.05). Resident screws had better systematic error and accuracy than attending screws in the SI direction at the tip, tail, and mid-pedicle positions (P < 0.02). There were no significant differences in systematic error, precision, and accuracy in the angular deviation between resident and attending. All breaches were <1 mm (1 attending, 2 resident). This cadaveric study identified that increased surgical experience may increase accuracy and precision when placing screws in the clinically important medial-lateral direction of the pedicle when using RAN. Although the fourth-year orthopedic surgery resident with a spine rotation as well as an introduction to robotic surgery rotation placed clinically safe pedicle screws using RAN without breach, this study demonstrates that 3D accuracy metrics paired with RAN can help identify specific opportunities for improvement in surgical technique for trainees.Level of evidence II.

Indexed as

Internship and ResidencyOrthopedic ProceduresOrthopedicsOrthopedic SurgeonsPedicle ScrewsRobotic Surgical ProceduresSurgery, Computer-AssistedCadaverHumansTomography, X-Ray ComputedAccuracyPediatric spine deformityPedicle screwRobotic-assisted 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.