Evidence map›Paper›PMID 40944900›Full record

SynthesisPerfusion2026

Delivery of oxygen during cardiopulmonary bypass and associated clinical outcomes among adult cardiac surgery patients: A systematic review.

Roger D Dias, Paulo Borges, Geoffrey Rance, Rithy Srey, Lauren R Kennedy Metz, Annette Martinez-Rioux, David Arney, Phani Paladugu, Ajami Gikandi, Christian Miccile and 7 more

Abstract readSystematic Review
In one paragraph

Synthesis in Perfusion, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

17 authors.

Roger D DiasMedical AI & Cognitive Engineering (MAICE) Lab, Department of Emergency Medicine, Mass General Brigham, Boston, MA, USA.ORCID 0000-0003-4959-5052
Paulo BorgesMedical AI & Cognitive Engineering (MAICE) Lab, Department of Emergency Medicine, Mass General Brigham, Boston, MA, USA.
Geoffrey RanceCape Cod Healthcare, Hyannis, MA, USA.
Rithy SreyInvoCirc, Inc, Sudbury, MA, USA.
Lauren R Kennedy MetzPsychology Department, Roanoke College, Salem, VA, USA.
Annette Martinez-RiouxDivision of Cardiac Surgery, Veterans Healthcare System, Boston, MA, USA.
David ArneyHarvard Medical School, Boston, MA, USA.
Phani PaladuguMedical AI & Cognitive Engineering (MAICE) Lab, Department of Emergency Medicine, Mass General Brigham, Boston, MA, USA.
Ajami GikandiHarvard Medical School, Boston, MA, USA.ORCID 0000-0001-9556-106X
Christian MiccileMedical AI & Cognitive Engineering (MAICE) Lab, Department of Emergency Medicine, Mass General Brigham, Boston, MA, USA.
Ryan HarariMedical AI & Cognitive Engineering (MAICE) Lab, Department of Emergency Medicine, Mass General Brigham, Boston, MA, USA.
Kristina IwaiDivision of Cardiac Surgery, Mass General Brigham, Boston, MA, USA.
Jennifer FitzgeraldDivision of Cardiac Surgery, Veterans Healthcare System, Boston, MA, USA.
Paul O'GaraDivision of Cardiac Surgery, Veterans Healthcare System, Boston, MA, USA.
Kenneth ShannDivision of Cardiac Surgery, Mass General Brigham, Boston, MA, USA.
Matthew GombolaySidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.
Marco A ZenatiHarvard Medical School, Boston, MA, USA.

Funding

Developing Standardized Intraoperative Process Models to Enhance Surgical SafetyR01HL126896 · NHLBI · HARVARD MEDICAL SCHOOL · PI ZENATI, MARCO A. · 2016 to 2023
$3.7M
Intelligent Perfusion Digital Twin to Improve Patient Safety and Quality in Cardiac SurgeryR01HL157457 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI Roger Daglius Dias, Matthew Gombolay · 2022 to 2026
$3.0M
NHLBI NIH HHS R01 HL126896NHLBI NIH HHS R01 HL157457
6 · The paper itself

Abstract

PurposeOxygen delivery (DO

Indexed as

Cardiac Surgical ProceduresCardiopulmonary BypassOxygenAcute Kidney InjuryAdultHumansPostoperative ComplicationsTreatment OutcomeOxygenacute kidney injurycardiac surgerycardiopulmonary bypassgoal-directed perfusionoxygen delivery

Identifiers

PMID40944900
PMCPMC12715685

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.