Evidence map›Paper›PMID 42042589›Full record

ArticleJournal of personalized medicine2026

Clinical Application of Artificial Intelligence in Anesthesiology: A Multicenter Retrospective Comparison Between Human Anesthetic Decisions and Algorithmic Recommendations in Non-Cardiac Surgery.

Gilberto Duarte-Medrano, Natalia Nuño-Lámbarri, Octavio Gonzalez-Chon, Rebeca Garazi Elguezabal Rodelo, Carmelo Calvagna, Daniele Paternò, Luigi La Via, Massimiliano Sorbello

Abstract read
In one paragraph

Article in Journal of personalized medicine, 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

8 authors.

Gilberto Duarte-MedranoAnesthesiology Department of Hospital Medica Sur, Mexico City 14050, Mexico.ORCID 0000-0002-4929-7111
Natalia Nuño-LámbarriTranslational Research Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico.
Octavio Gonzalez-ChonAnesthesiology Department of Hospital Medica Sur, Mexico City 14050, Mexico.
Rebeca Garazi Elguezabal RodeloAnesthesiology Department of Hospital Medica Sur, Mexico City 14050, Mexico.ORCID 0000-0002-4602-5081
Carmelo CalvagnaDepartment of Anesthesia and Intensive Care, University Hospital Policlinico "G. Rodolico-San Marco", 95121 Catania, Italy.
Daniele PaternòDepartment of Anesthesia and Intensive Care, Hospital "Giovanni Paolo II", ASP Ragusa, 97100 Ragusa, Italy.ORCID 0009-0003-0215-5620
Luigi La ViaDepartment of Anesthesia and Intensive Care, University Hospital Policlinico "G. Rodolico-San Marco", 95121 Catania, Italy.ORCID 0000-0002-2156-7554
Massimiliano SorbelloFaculty of Medicine and Surgery, University of Enna "Kore", 94100 Enna, Italy.ORCID 0000-0002-9331-2788

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

anesthesiaChatGPThybrid modelIA

Identifiers

PMID42042589
PMCPMC13117377

What Socratic holds

Textmetadata
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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 Socratic graph.