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Record W3013982071 · doi:10.1101/2020.03.29.014498

Cardio-centric hemodynamic management improves spinal cord oxygenation and mitigates hemorrhage in acute spinal cord injury

2020· preprint· en· W3013982071 on OpenAlexaff
Alexandra M. Williams, Neda Manouchehri, Erin Erskine, Keerit Tauh, Kitty So, Femke Streijger, Katelyn Shortt, Kyoung‐Tae Kim, Brian K. Kwon, Christopher R. West

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2020
Typepreprint
Languageen
FieldMedicine
TopicCardiac Arrest and Resuscitation
Canadian institutionsInternational Collaboration On Repair DiscoveriesVancouver Spine Surgery InstituteUniversity of British Columbia
Fundersnot available
KeywordsMedicineContractilitySpinal cord injuryAnesthesiaHemodynamicsSpinal cordDobutamineOxygenationCordCardiologySurgery

Abstract

fetched live from OpenAlex

Abstract Chronic high-thoracic and cervical spinal cord injury (SCI) results in a complex phenotype of cardiovascular consequences, including impaired left-ventricular contractility. Here, we sought to determine whether such dysfunction manifests immediately post-injury, and if so, whether correcting impaired contractility can improve spinal cord oxygenation (SCO 2 ), blood flow (SCBF) and metabolism. Using a porcine model of SCI, we demonstrate that high-thoracic SCI acutely impairs cardiac contractility and causes substantial reductions in intraparenchymal SCO 2 and SCBF within the first hours post-injury. Utilizing the same model, we next show that treating the reduced contractile function with the β-agonist dobutamine is more efficacious at increasing SCO 2 and SCBF than the current clinical standard of vasopressor therapy, whilst also mitigating increased anaerobic metabolism and hemorrhage in the injured cord. Our data provide compelling evidence that cardio-centric hemodynamic management represents a novel and advantageous alternative to the current clinical standard of vasopressor therapy for acute traumatic SCI.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.010
GPT teacher head0.255
Teacher spread0.245 · 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 designBench or experimental
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

Citations4
Published2020
Admission routes1
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)→Same topicCardiac Arrest and Resuscitation→French-language works237,207→