Evidence map›Paper›PMID 41521817›Full record

ArticleBone & joint open2026

Learning curve of robotic arm-assisted versus manual unicompartmental knee arthroplasty : accuracy, theatre time, complications, patient-reported outcome measures, and implant survival.

Nick D Clement, Damien H Martin, Todd Mason, Philip M S Simpson

Abstract read
In one paragraph

Article in Bone & joint open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Article
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

4 authors.

Nick D ClementEdinburgh Orthopaedics, The Royal Infirmary of Edinburgh, Edinburgh, UK.
Damien H MartinEdinburgh Orthopaedics, The Royal Infirmary of Edinburgh, Edinburgh, UK.
Todd MasonEdinburgh Orthopaedics, The Royal Infirmary of Edinburgh, Edinburgh, UK.
Philip M S SimpsonEdinburgh Orthopaedics, The Royal Infirmary of Edinburgh, Edinburgh, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: To compare the outcomes of robotic arm-assisted (rUKA) and manual unicompartmental knee arthroplasty (mUKA) during the learning phases of a single surgeon. Previous comparisons have not accounted for the recognized learning curve of mUKA. Methods: This retrospective study included 109 patients (n = 37 rUKA, n = 72 mUKA) treated by a single surgeon during their learning curve at two centres during the same period. Inclusion criteria encompassed isolated medial compartment osteoarthritis with correctable deformities. Outcomes included patient-reported outcome measures (PROMs), implant positioning accuracy and precision, operating time, complications, and implant survival. Learning curves for both groups were analyzed using cumulative sum (CUSUM) analysis and breakpoint detection using piecewise linear regression. Results: There were no differences in baseline characteristics between groups, except for American Society of Anesthesiologists (ASA) grade I, which was more prevalent in the rUKA group (p = 0.017). While both groups achieved similar PROMs postoperatively, the rUKA group showed greater improvement in Oxford Knee Score, being significantly more likely to achieve the minimal important change and/or patient-acceptable symptom state (p = 0.014). No learning curve was seen for PROMs in either group. The learning curve to competency for operating time was shorter for rUKA (13 cases) compared with mUKA (45 cases). rUKA demonstrated significantly higher accuracy and precision across all radiological planes (p ≤ 0.005) with no observable learning curve, whereas the mUKA group had a learning phase for implant positioning that took 25 cases, and competency was not reached until case 55. Tibial overhang occurred in eight mUKA cases and none in rUKA (p = 0.033). At a median follow-up of over six years, all four revisions occurred in the mUKA group, however this was not statistically significant (p = 0.141). Conclusion: rUKA demonstrated a greater likelihood of achieving clinically meaningful outcomes, a shorter learning curve, and improved implant positioning accuracy and precision, compared with mUKA, when performed during the surgeon's learning phase.

Identifiers

PMID41521817
PMCPMC12793918

What OpenQuestion holds

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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.