Evidence map›Paper›PMID 41650313›Full record

ReviewAnesthesiology2026

Simulation beyond Residency: A Call to Action for Anesthesiology Leaders and Perioperative Teams.

Elizabeth M Putnam, Randolph H Steadman, Douglas A Colquhoun

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Anesthesiology, 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

3 authors.

Elizabeth M PutnamElizabeth M. Putnam, M.B.B.S.: Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan.ORCID 0000-0002-7696-1647
Randolph H SteadmanRandolph H. Steadman, M.D., M.S.: Department of Anesthesiology and Critical Care, Houston Methodist Hospital, Weill Cornell Medical College, Houston, Texas.
Douglas A ColquhounDouglas A. Colquhoun, M.B., Ch.B., M.Sc., M.P.H.: Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan.

Funding

Data Driven Approaches to Improving Risk Prediction of Pulmonary Complications After Major Inpatient SurgeryK08HL159327 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI COLQUHOUN, DOUGLAS ALASTAIR · 2021 to 2025
$811k
NHLBI NIH HHS K08 HL159327
6 · The paper itself

Abstract

Simulation-based training is a proven modality for developing critical technical and nontechnical skills in anesthesiology. While simulation-based training has been linked to improved patient outcomes, team performance, and reduced malpractice risk, postresidency simulation remains underutilized. Drawing on parallels from other high-stakes professions and a faculty-focused simulation program developed by the authors, they propose a model for embedding simulation-based training into clinical practice using real-world quality data, subspecialty alignment, and interprofessional collaboration. When implemented, simulation-based training should become part of continuing professional development for attending anesthesiologists, supported by departmental leadership and enhanced by interprofessional collaboration.

Indexed as

AnesthesiologyInternship and ResidencyLeadershipPatient Care TeamPerioperative CareSimulation TrainingClinical CompetenceHumans

Identifiers

PMID41650313
PMCPMC12885217

What OpenQuestion holds

Textmetadata
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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.