Evidence map›Paper›PMID 40883012›Full record

ArticleInternational journal of spine surgery2025

Surgeon Skill Level, Experience, and Impact on Patient Outcomes: Rethinking Research Paradigms in Spine Surgery.

Kai-Uwe Lewandrowski, Morgan P Lorio, Oscar L Alves, Rossano Kepler Alvim Fiorelli, Sergio Luis Schmidt, Hansen A Yuan, Alexander R Vaccaro, Interamerican Society For Minimally Invasive Spine Surgery (SICCMI)

Abstract read
In one paragraph

Article in International journal of spine surgery, 2025. 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.

Morgan P LorioAdvanced Orthopedics, Altamonte Springs, FL, USA.ORCID http://orcid.org/0000-0003-1623-2095
Oscar L AlvesHead of Neurosurgery, Hospital Lusiadas Porto, Portugal, Porto, Portugal.ORCID http://orcid.org/0000-0003-4111-9270
Rossano Kepler Alvim FiorelliDepartment of General and Specialized Surgery, Gaffrée e Guinle University Hospital, Federal University of the State of Rio de Janeiro (UNIRIO), Rio de Janeiro, Brazil.ORCID http://orcid.org/0000-0001-5236-0903
Sergio Luis SchmidtUniversity Hospital, Rio de Janeiro, Brazil.ORCID http://orcid.org/0000-0001-7654-5507
Hansen A YuanOrthopedic and Neurological Surgery, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, USA.
Alexander R VaccaroChairman of the Department of Orthopedic Surgery, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-8073-0796
Interamerican Society For Minimally Invasive Spine Surgery (SICCMI)

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Spine surgery is a highly skill-dependent specialty, where the surgeon's expertise plays a critical role in determining patient outcomes. Despite the traditional emphasis on randomized controlled trials and meta-analyses as the gold standard for clinical research, these methodologies may fall short in accounting for the variability in surgeon proficiency, which significantly influences success rates in spine surgery. This perspective article examines the limitations of relying solely on randomized controlled trials and meta-analyses in skill-driven fields such as spine surgery and argues for a broader research paradigm that incorporates the role of surgical skill and experience. Alternative methodologies, such as observational studies, surgeon-led outcome tracking, and surgical registries, are proposed to better capture the real-world complexities of spine surgery. This perspective article emphasizes the importance of structured training programs, continuous professional development, and proficiency-based education models in improving surgical outcomes. A call to action is made for policymakers, professional organizations, and academic institutions to shift the focus of spine surgery research toward integrating surgeon expertise alongside traditional evidence-based approaches, ultimately fostering innovation and improving patient care.

Indexed as

clinical outcomescontinuous professional developmentproficiency-based trainingreal-world evidencespine surgery innovationSpine surgery researchsurgeon expertisesurgical skill

Identifiers

PMID40883012
PMCPMC12800654

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.