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Record W4387139418 · doi:10.1101/2023.09.21.23295853

A Phase 2, randomized, double-blind, placebo-controlled multi-center trial sub-study for the clinical effects of paridiprubart treatment in hospitalized critically ill patients with COVID-19 ARDS

2023· preprint· en· W4387139418 on OpenAlexafffund
Blair Gordon, Fiona Allum, Michael J. Brooks, Nishani Rajakulendran, Emmanouil Rampakakis, John S. Sampalis

Bibliographic record

VenuemedRxiv · 2023
Typepreprint
Languageen
FieldMedicine
TopicRespiratory Support and Mechanisms
Canadian institutionsMcGill University Health Centre
FundersGovernment of Canada
KeywordsARDSMedicinePlaceboInternal medicineMechanical ventilationRandomized controlled trialIncidence (geometry)LungPathology

Abstract

fetched live from OpenAlex

ABSTRACT Background Coronavirus disease 2019 (COVID-19) mortality is predominantly due to acute respiratory distress syndrome (ARDS). There are currently limited treatment options for ARDS, a life-threatening condition with different etiologies, secondary to inflammation-induced lung injury. Paridiprubart is a monoclonal antibody that inhibits Toll-like Receptor 4 (TLR4), a key player in ARDS pathophysiology. Methods This was a prespecified sub-study of a randomized, double-blind, placebo-controlled, Phase 2 trial evaluating the efficacy and safety of paridiprubart in COVID-19 patients with ARDS receiving invasive mechanical ventilation and additional organ support. Efficacy outcomes were 28- and 60-day all-cause mortality, and improvement in COVID-19 severity and ventilation-free days at 28-days post-treatment. Results Thirteen (13) and twenty (20) patients received paridiprubart and placebo, respectively. The groups were comparable for demographics and baseline parameters, except for higher kidney failure incidence and use of immune modulators and antivirals, and lower corticosteroids use in the paridiprubart group. Mortality at 28-days post-treatment was 7.7% (1/13) in the paridiprubart group versus 40.0% (8/20) for placebo (OR=0.125; 95% CI, 0.013-1.160; P=0.067; P[bootstrap]=0.011). 60-day mortality was 23.1% (3/13) in paridiprubart-treated patients and 45.0% (9/20) in placebo patients (OR=0.367; 95% CI, 0.077-1.749; P=0.208; P[bootstrap]=0.162). Mean survival time was 55.78 days for paridiprubart recipients compared to 41.44 days for placebo patients (HR=0.386; 95% CI, 0.077-1.436; P=0.156; P[bootstrap]=0.083). Although not statistically significant, results for other efficacy measures favored paridiprubart. Incidence of adverse events was similar in both groups. Conclusions In COVID-19 patients with ARDS requiring invasive ventilation and organ support, paridiprubart was efficacious in preventing mortality and improving clinical outcomes, with no safety concerns.

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)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0030.003
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 head0.093
GPT teacher head0.414
Teacher spread0.321 · 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 designRandomized trial
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 routes2
Has abstractyes

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