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Record W4389707196 · doi:10.1093/ehjcvp/pvad098

The role of inotropes in cardiogenic shock: to help, to harm or do nothing at all?

2023· article· en· W4389707196 on OpenAlexaff
Melissa Fay Lepage-Ratte, Benjamin Hibbert, Rebecca Mathew

Bibliographic record

VenueEuropean Heart Journal - Cardiovascular Pharmacotherapy · 2023
Typearticle
Languageen
FieldEngineering
TopicMechanical Circulatory Support Devices
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsCardiogenic shockMedicineNothingHarmLibrary scienceCardiologyInternal medicinePolitical scienceLawMyocardial infarctionPhilosophy

Abstract

fetched live from OpenAlex

Cardiogenic shock (CS) is characterized by low cardiac output, resulting in end-organ hypoperfusion. Despite therapeutic advances, mortality remains high at upwards of 40%.1 Current guidelines recommend consideration of inotropes in patients with CS, with purported benefits of augmented cardiac output and contractility, improved lusitropy, and reduced afterload through vasodilation of the systemic and pulmonary circulations.1 In the first head-to-head comparison of inotrope therapy in CS, our research group demonstrated no difference in clinical outcomes between milrinone and dobutamine.2 While inotropes are widely used, uncertainties remain regarding their safety and efficacy in CS. A recent network meta-analysis evaluating the relative efficacy of inotropes in CS showed that milrinone and dobutamine may have no effect on mortality compared with placebo; however, the low certainty evidence does not rule out the possibility of benefit or harm.3 Trials to date have been limited by the enrolment of patients with pre-shock, predominantly SCAI class A and/or B, limiting generalizability.3,4 Moreover, inotrope therapy has been associated with a concerning signal of harm, including prolonged intensive care unit and hospital stays and increased in-hospital mortality among decompensated heart failure patients.5 Finally, no randomized trials have yet investigated the efficacy of single-agent inotrope therapy against placebo in the initial resuscitation of patients with CS, a significant gap in the current literature. The CAPITAL DOREMI2 trial is a multi-centre, randomized controlled trial comparing single-agent inotrope therapy against placebo in patients with SCAI class C–D CS. This trial will be the first of its kind to establish the safety and efficacy of inotrope therapy during the initial resuscitation of patients with CS, carrying the potential to change the standard care. A total of 346 participants will be randomized to single inotrope or placebo therapy for up to 12 h. Participants will then continue open-label therapies at the discretion of the treating team and be followed for the duration of their index hospitalization. Primary and secondary outcomes are detailed in Table 1. Study recruitment commenced in March 2022, and we have successfully enrolled 159 patients (46% of the total study cohort). The trial is anticipated to recruit participants over a 3-year period, with additional sites across North America currently in the process of starting recruitment. Primary and secondary outcomes in CAPITAL DOREMI2 In summary, little evidence exists to support the use of inotrope therapy in CS. The CAPITAL DOREMI2 trial aims to establish the safety and efficacy of inotrope therapy compared to placebo in patients with CS, holding the potential to reshape the standard care provided to this population. The data underlying this article will be shared on reasonable request to the corresponding author. Conflict of interest: The authors have no conflict of interest to declare.

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)0.008
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.031
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0050.002
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0030.003
Open science0.0020.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0080.001

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 head0.036
GPT teacher head0.290
Teacher spread0.254 · 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 designTheoretical or conceptual
Domainnot available
GenreCommentary

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

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