Evidence map›Paper›PMID 38552451›Full record

ArticleJournal of critical care2024

Minimizing bias when using artificial intelligence in critical care medicine.

Benjamin L Ranard, Soojin Park, Yugang Jia, Yiye Zhang, Fatima Alwan, Leo Anthony Celi, Elizabeth R Lusczek

Abstract readEditorial
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of critical care, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Article
  6. 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

7 authors.

Benjamin L RanardDivision of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Columbia University Vagelos College of Physicians and Surgeons and NewYork-Presbyterian Hospital, New York, NY, USA; Program for Hospital and Intensive Care Informatics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA. Electronic address: blr2152@cumc.columbia.edu.
Soojin ParkProgram for Hospital and Intensive Care Informatics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA; Departments of Neurology and Bioinformatics, Columbia University Vagelos College of Physicians and Surgeons and NewYork-Presbyterian Hospital, New York, NY, USA.
Yugang JiaLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA.
Yiye ZhangDepartment of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA.
Fatima AlwanDepartment of Surgery, Hennepin Healthcare, Minneapolis, MN, USA.
Leo Anthony CeliLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA; Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Elizabeth R LusczekDepartment of Surgery, University of Minnesota Department of Surgery, Minneapolis, MN, USA. Electronic address: lusc0006@umn.edu.

Funding

Bridge2AI: Patient-Focused Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AIOT2OD032701 · OD · MASSACHUSETTS GENERAL HOSPITAL · PI BIHORAC, AZRA, CLERMONT, GILLES · 2022 to 2025
$24.6M
MUST Data Science Research Hub (MUDSReH) - Democratized Trusted Research Environment (dTRE)U54TW012043 · FIC · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI Leo Anthony G Celi, Jessica Elizabeth Haberer · 2021 to 2026
$6.9M
Critical Care Informatics: Ethical considerations around the use and sharing of health-related dataR01EB017205 · NIBIB · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI CELI, LEO ANTHONY G, MARK, ROGER GREENWOOD · 2014 to 2021
$3.8M
Machine Learning to Optimize Management of Acute HydrocephalusR01NS131606 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Soojin Park · 2023 to 2026
$2.6M
ContinuOuS Monitoring Tool for Delayed Cerebral IsChemia (COSMIC)R01NS129760 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Soojin Park · 2023 to 2026
$2.5M
Patient Safety and Health Services Research TrainingT32HS026121 · AHRQ · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ADELMAN, JASON STUART, BARR, R GRAHAM · 2018 to 2024
$2.4M
AHRQ HHS T32 HS026121FIC NIH HHS U54 TW012043NIBIB NIH HHS R01 EB017205NIH HHS OT2 OD032701NINDS NIH HHS R01 NS129760NINDS NIH HHS R01 NS131606
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceCritical CareBiasHumansArtificial intelligenceBiasCritical CareDisparitiesFairnessHealth equityMachine learning

Identifiers

PMID38552451
PMCPMC11139594

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.