Evidence map›Paper›PMID 41339922›Full record

ArticleCritical care (London, England)2025

Beyond models: a paradigm shift toward human-centered AI system design.

Nebal S Abu Hussein, Maria Del Pillar Arias, Dominic C Marshall, Cathy Mullins, Rogers Mwavu, Steven Oliver, Mehrnaz Sadrolashrafi, Dayeon Sim, Matthieu Komorowski

Abstract readEditorial
PubMed Full text at PMC Publisher
In one paragraph

Article in Critical care (London, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

9 authors.

Nebal S Abu HusseinPulmonary Critical Care Sleep Medicine Division, Yale School of Medicine, New Haven, CT, USA. nebal.abuhussein@yale.edu.ORCID http://orcid.org/0000-0001-6735-8435
Maria Del Pillar AriasPICU Hospital de Niños Ricardo Gutierrez, Buenos Aires, Argentine.ORCID http://orcid.org/0000-0003-4881-4743
Dominic C MarshallDivision of Anaesthetics, Pain Medicine and Intensive care, Department of Surgery and Cancer, Imperial College London, London, UK.
Cathy MullinsPatient and Public Involvement and Engagement (PPIE) Advisory Panel, London, UK.
Rogers MwavuMbarara University of Science and Technology, Mbarara, Uganda.
Steven OliverPatient and Public Involvement and Engagement (PPIE) Advisory Panel, London, UK.
Mehrnaz SadrolashrafiDepartment of Pharmacy, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Dayeon SimDepartment of Anesthesiology and Pain Medicine, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
Matthieu KomorowskiImperial College, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial intelligence (AI)Human-AI systemsIntensive care. ethics in AI use

Identifiers

PMID41339922
PMCPMC12676832

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.