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Record W2131043371 · doi:10.1186/cc7797

Diagnostic techniques for ventilator-associated pneumonia: Conflicting results from two trials

2009· letter· en· W2131043371 on OpenAlexaboutno aff
Young W. Kwon, Eric B Milbrandt, Sachin Yende

Bibliographic record

VenueCritical Care · 2009
Typeletter
Languageen
FieldMedicine
TopicNosocomial Infections in ICU
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineBronchoalveolar lavageVentilator-associated pneumoniaPneumoniaIntensive care medicineIntensive care unitMechanical ventilationClinical endpointIntensive careRandomized controlled trialAntibioticsInternal medicineLung

Abstract

fetched live from OpenAlex

Expanded AbstractCitationA randomized trial of diagnostic techniques for ventilator-associated pneumonia. N Engl J Med 2006, 355:2619–2630 [1].BackgroundCritically ill patients who require mechanical ventilation are at risk for ventilator-associated pneumonia. Current data are conflicting as to the optimal diagnostic approach in patients who have suspected ventilator-associated pneumonia.MethodsObjectiveTo compare the quantitative culture of bronchoalveolar-lavage fluid and nonquantitative culture of endotracheal aspirate in critically ill patients with suspected ventilator-associated pneumonia, testing the hypothesis that bronchoscopy with quantitative culture would be associated with lower mortality rates and less use of antibiotics.DesignMulti-center non-blinded randomized controlled trial.Setting28 intensive care units (ICUs) across Canada and the United States.Subjects740 immunocompetent critically ill adult patients with suspected ventilator-associated pneumonia after 4 days in the ICU. Patients known to be colonized or infected with Pseudomonas species or methicillin-resistant Staphylococcus aureus were excluded.InterventionUsing a 2-by-2 factorial design, subjects were randomly assigned to a) undergo bronchoalveolar lavage with quantitative culture of the bronchoalveolar-lavage fluid or endotracheal aspiration with nonquantitative culture of the aspirate, and to b) receive empirical combination antibiotic therapy or monotherapy. Empirical antibiotic therapy was initiated in all patients until culture results were available, at which point a protocol of targeted therapy was used for discontinuing or reducing the dose or number of antibiotics, or for resuming antibiotic therapy to treat a pre-enrollment condition if the culture was negative.OutcomeThe primary outcome was 28-day mortality. Secondary outcomes included ICU and hospital survival, duration of mechanical ventilation, response to clinical and microbiologic treatment, discontinuation of antibiotics after culture results known, and other measures of antibiotic use.ResultsThere was no significant difference in 28-day mortality rate between the bronchoalveolar-lavage group and the endotracheal-aspiration group (18.9% and 18.4%, respectively; P = 0.94). The bronchoalveolar-lavage group and the endotracheal-aspiration group also had similar rates of targeted therapy (74.2% and 74.6%, respectively; P = 0.90), days alive without antibiotics (10.4 +/- 7.5 and 10.6 +/- 7.9, P = 0.86), and maximum organ-dysfunction scores (mean [+/- SD], 8.3 +/- 3.6 and 8.6 +/- 4.0; P = 0.26). The two groups did not differ significantly in the length of stay in the ICU or hospital.ConclusionTwo diagnostic strategies for ventilator-associated pneumonia – bronchoalveolar lavage with quantitative culture of the bronchoalveolar-lavage fluid and endotracheal aspiration with nonquantitative culture of the aspirate – are associated with similar clinical outcomes and similar overall use of antibiotics.Trial Registration(Current Controlled Trials number, ISRCTN51767272.)

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)0.028
metaresearch head score (Gemma)0.077
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.147

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.077
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0110.013
Bibliometrics0.0010.002
Science and technology studies0.0010.002
Scholarly communication0.0040.003
Open science0.0020.001
Research integrity0.0060.005
Insufficient payload (model declined to judge)0.0110.002

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 head0.088
GPT teacher head0.434
Teacher spread0.346 · 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 designNot applicable
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".

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Citations2
Published2009
Admission routes1
Has abstractyes

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