Evidence map›Paper›PMID 42671659›Full record

ReviewJournal of robotic surgery2026

Robotic-assisted total knee arthroplasty: accuracy, clinical outcomes, complications, learning curve and cost-effectiveness: a critical clinical review.

Jakub Szymczak, Marcin Łapiński, Artur Stolarczyk, Krzysztof Balawender

Abstract readReview
In one paragraph

Review 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

4 authors.

Jakub SzymczakDepartment of Orthopaedics and Traumatology, Ostrów Mazowiecka District Hospital, Ostrów Mazowiecka, Poland. jakubszymczak92@gmail.com.
Marcin ŁapińskiDepartment of Orthopaedics and Rehabilitation, Medical University of Warsaw, Warsaw, Poland.
Artur StolarczykDepartment of Orthopaedics and Rehabilitation, Medical University of Warsaw, Warsaw, Poland.
Krzysztof BalawenderFaculty of Medicine, Department of Normal and Clinical Anatomy, Medical College, University of Rzeszow, Rzeszow, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robotic-assisted total knee arthroplasty (RA-TKA) has been adopted to improve surgical planning, bone preparation, component positioning, and limb alignment. This critical clinical review evaluates whether these technical gains improve outcomes that matter to patients and healthcare systems. The PubMed/MEDLINE, Web of Science, and Scopus databases were searched on July 6, 2026, using prespecified RA-TKA search terms and targeted searches for specific endpoints. A supplementary PubMed search on August 10, 2026, focused on soft-tissue balancing, ligament balancing, gap assessment, medial release, and alignment strategy. Evidence was prioritized from systematic reviews, meta-analyses, randomized trials, registry and database studies, health economic evaluations, and learning-curve studies. The most consistent finding is improved radiographic or technical accuracy, including fewer alignment outliers and closer execution of planned implant position. Evidence for patient-reported outcomes, pain, satisfaction, range of motion, and early recovery is more heterogeneous, and reported advantages are often modest or short-term. Safety appears acceptable in trained teams, although pin-related, registration, workflow, and conversion risks require explicit attention. Long-term survivorship superiority and broad cost-effectiveness remain insufficiently proven. RA-TKA improves precision more reliably than it improves durable patient-level outcomes. Its clinical value depends on patient selection, platform, alignment and balancing strategy, surgeon and team experience, volume, and cost structure.

Indexed as

Arthroplasty, Replacement, KneeCost-Benefit AnalysisCost-Effectiveness AnalysisRobotic Surgical ProceduresHumansLearning CurvePostoperative ComplicationsTreatment OutcomeAlignmentClinical outcomesComplicationsCost-effectivenessRobotic-assisted total knee arthroplastyTotal knee arthroplasty

Identifiers

PMID42671659
PMCPMC13529615

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.