Evidence map›Paper›PMID 33688933›Full record

ArticleJAMA surgery2021

Building an Artificial Intelligence-Competent Surgical Workforce.

Tyler J Loftus, Gilbert R Upchurch, Azra Bihorac

Abstract read
In one paragraph

Article in JAMA surgery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. The ethical considerations of integrating artificial intelligence into surgery: a review.Interdisciplinary cardiovascular and thoracic surgery · 2025
    Review
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. The Digital Era and the Future of Pediatric Surgery.Journal of Indian Association of Pediatric Surgeons
    Article
  8. 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

3 authors.

Tyler J LoftusDepartment of Surgery, University of Florida Health, Gainesville.
Gilbert R UpchurchDepartment of Surgery, University of Florida Health, Gainesville.
Azra BihoracDepartment of Medicine, University of Florida Health, Gainesville.

Funding

PICS: A New Horizon for Surgical Critical CareP50GM111152 · NIGMS · UNIVERSITY OF FLORIDA · PI MOLDAWER, LYLE L · 2014 to 2018
$10.7M
Integrating data, algorithms and clinical reasoning for surgical risk assessmentR01GM110240 · NIGMS · UNIVERSITY OF FLORIDA · PI BIHORAC, AZRA, RASHIDI, PARISA · 2016 to 2025
$5.1M
Aligning Patient Acuity with Intensity of Care after SurgeryK23GM140268 · NIGMS · UNIVERSITY OF FLORIDA · PI LOFTUS, TYLER J · 2020 to 2023
$619k
NIGMS NIH HHS K23 GM140268NIGMS NIH HHS P50 GM111152NIGMS NIH HHS R01 GM110240
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceData ScienceGeneral SurgeryProfessional CompetenceHumans

Identifiers

PMID33688933
PMCPMC8273553

What OpenQuestion holds

Textmetadata
LicenceTDM
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.