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Record W4327795368 · doi:10.37678/dcybd.2023.3247

Successful Use of Prone Positioning in Severe Acute Respiratory Distress Syndrome After 44 Days of Veno-Venous Extracorporeal Membrane Oxygenation: A Case Report

2023· article· en· W4327795368 on OpenAlexaff
Sumawadee Boonyasurak, Nattapat Wongtirawit, Surat Tongyoo

Bibliographic record

VenueJournal of Critical and Intensive Care · 2023
Typearticle
Languageen
FieldEngineering
TopicMechanical Circulatory Support Devices
Canadian institutionsHealth Sciences CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsExtracorporeal membrane oxygenationAcute respiratory distressMedicineOxygenationIntensive care medicineAnesthesiaInternal medicineLung

Abstract

fetched live from OpenAlex

Introduction: Prone positioning is conventionally done early in patients with acute respiratory distress syndrome (ARDS), regardless of concurrent treatment with veno-venous extracorporeal membrane oxygenation (V-V ECMO).Its benefits in later phase of disease are less studied.We report a patient with severe ARDS who underwent prone positioning after 44 days of treatment with V-V ECMO.Case Presentation: A 49-year-old man with severe ARDS following SARS-CoV2 infection was placed under V-V ECMO support as rescue for refractory hypoxemia despite mechanically ventilation with muscle relaxants and prone positioning.His illness was complicated with multiple episodes of hospital-acquired pneumonia and gastrointestinal bleeding requiring transfusions, resulting in failure in weaning ECMO therapy.He underwent five consecutive prone positioning sessions starting from day 44 of ECMO support, which results in improvement in gas exchange and lung mechanics.After 77 days, he could be liberated from the ECMO and continued to improve after his hospital discharge.Conclusion: Prone positioning may serve as a potential treatment in patients receiving V-V ECMO, even in those who have been supported for longer period.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0060.004
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.023
GPT teacher head0.271
Teacher spread0.248 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Critical and Intensive Care→Same topicMechanical Circulatory Support Devices→French-language works237,207→