Evidence map›Paper›PMID 41933053›Full record

ArticleJournal of robotic surgery2026

The impact of the primary surgeon's routine surgical experience on the clinical efficacy of robot-assisted knee arthroplasty.

Hongping Wang, Mingyou Wang, Xiaoqin Yang, Zhuodong Tang, Zhu Mei, Xunzhou Song, Heng Xiao, Shaojiang Liu, Yuping Lan

Abstract read
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.

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

9 authors.

Hongping Wang *Department of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Mingyou Wang *Department of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Xiaoqin YangDepartment of Hepatobiliary Surgery, Panzhihua Central Hospital, 617000, Panzhihua, Sichuan, China.
Zhuodong TangDepartment of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Zhu MeiDepartment of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Xunzhou SongDepartment of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Heng XiaoDepartment of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Shaojiang LiuDepartment of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China.
Yuping LanDepartment of Orthopedics, Panzhihua Central Hospital, No. 34 Yikang Street, Central Panzhihua Avenue, Panzhihua, 617000, Sichuan Province, China. lanyuping@sina.com.

Funding

2024 Annual Science and Technology Bureau of Panzhihua City project 2024ZD-S-872025 Sichuan Provincial Health Commission Science and Technology Project 25QNMP025Sichuan Provincial Primary Health Development Research Center in 2024, North Sichuan Medical College SWFZ24-Q-86Sichuan Provincial Rehabilitation Medical Association's 2025 Annual Scientific Research Projects SCKFKY20250210
6 · The paper itself

Abstract

The impact of a surgeon’s routine operative experience on outcomes in robot-assisted total knee arthroplasty (RATKA) remains unclear. This retrospective study investigated whether the volume of a surgeon’s primary conventional TKA experience influences the clinical efficacy of subsequent RATKA procedures. Based on the primary surgeon’s level of experience, a total of 167 patients undergoing RATKA were enrolled and allocated into two cohorts: Group A (surgeons with fewer than 100 prior cases, n = 64) and Group B (surgeons with more than 500 prior cases, n = 103). Perioperative data, radiographic outcomes, and clinical functional scores were compared. The results showed that while surgeons in Group B had significantly shorter intraoperative registration, osteotomy, and total operative times (P < 0.001), Incision length, blood loss, and postoperative complication rates did not differ significantly between Group A and Group B. Crucially, at both 3 and 180 days post-surgery, functional outcomes as measured by VAS, KSS, ROM, and WOMAC scores were comparable between the two groups (P > 0.05), as was the accuracy of postoperative lower limb alignment and component positioning (P > 0.05). Our findings suggest that although a surgeon’s extensive routine experience enhances procedural efficiency in RATKA, the robotic system’s precision and standardization effectively mitigate the impact of experience variability, enabling surgeons with differing backgrounds to achieve equivalent and excellent short-term clinical and radiographic outcomes. This supports the role of robotic assistance in promoting outcome homogeneity in knee arthroplasty.

Indexed as

Arthroplasty, Replacement, KneeClinical CompetenceRobotic Surgical ProceduresSurgeonsAgedFemaleHumansMaleMiddle AgedOperative TimePostoperative ComplicationsRetrospective StudiesTreatment OutcomeClinical efficacyOutcome homogenizationRobot-assisted surgerySurgical experienceTotal knee arthroplasty

Identifiers

PMID41933053
PMCPMC13048914

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.