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Record W1976402996 · doi:10.1186/cc6767

PAC in FACTT: Time to PAC it in?

2008· letter· en· W1976402996 on OpenAlexaboutno aff
Wissam Mansour, Eric B Milbrandt, Lillian L. Emlet

Bibliographic record

VenueCritical Care · 2008
Typeletter
Languageen
FieldMedicine
TopicHemodynamic Monitoring and Therapy
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePulmonary artery catheterDialysis catheterConfidence intervalIntensive care unitCentral venous catheterAdverse effectRandomized controlled trialCatheterAnesthesiaInternal medicineDialysisSurgeryHemodynamicsCardiac output

Abstract

fetched live from OpenAlex

Expanded AbstractCitationWheeler AP, Bernard GR, Thompson BT, Schoenfeld D, Wiedemann HP, deBoisblanc B, Connors AF, Jr., Hite RD, Harabin AL. Pulmonary-artery versus central venous catheter to guide treatment of acute lung injury. N Engl J Med 2006;354:2213–2224 [1].BackgroundThe balance between the benefits and the risks of pulmonary artery catheters (PACs) has not been established.MethodsObjectiveTo assess the safety and efficacy of PAC-guided vs. central venous catheter-guided management in reducing mortality and morbidity in patients with established acute lung injury (ALI).DesignRandomized, controlled, non-blinded trial.Setting36 centers in the United States and 2 in Canada.Subjects1000 patients with established acute lung injury of less than 48 hours duration. Subjects were excluded if they already had a PAC in place or had chronic conditions that could independently influence survival, impair weaning, or compromise compliance with the protocol, such as dialysis dependence, severe lung or neuromuscular disease, or terminal illness.InterventionSubjects were randomized to hemodynamic management guided by a PAC or a CVC using an explicit management protocol.OutcomesHospital mortality during the first 60 days before discharge home was the primary outcome. Secondary outcomes included ventilator-free days, intensive care unit-free days, organ failure-free days, and adverse events.ResultsThe groups had similar baseline characteristics. The rates of death during the first 60 days before discharge home were similar in the PAC and CVC groups (27.4 percent and 26.3 percent, respectively; P = 0.69; absolute difference, 1.1 percent; 95 percent confidence interval, -4.4 to 6.6 percent), as were the mean (+/-SE) numbers of both ventilator-free days (13.2 +/- 0.5 and 13.5 +/- 0.5; P = 0.58) and days not spent in the intensive care unit (12.0 +/- 0.4 and 12.5 +/- 0.5; P = 0.40) to day 28. PAC-guided therapy did not improve these measures for subgroup of patients in shock at the time of enrollment. There were no significant differences between groups in lung or kidney function, rates of hypotension, ventilator settings, or use of dialysis or vasopressors. Approximately 90 percent of protocol instructions were followed in both groups, with a 1 percent rate of crossover from CVC- to PAC-guided therapy. Fluid balance was similar in the two groups, as was the proportion of instructions given for fluid and diuretics. Dobutamine use was uncommon. The PAC group had approximately twice as many catheter-related complications (predominantly arrhythmias), though rates per catheter insertion were similar between groups.ConclusionPAC-guided therapy did not improve survival or organ function but was associated with more complications than CVC-guided therapy. These results, when considered with those of previous studies, suggest that the PAC should not be routinely used for the management of acute lung injury. (ClinicalTrials.gov number, NCT00281268.).

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.245
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.001

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 head0.028
GPT teacher head0.340
Teacher spread0.311 · 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 teacher head, not a consensus.

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".

Quick stats

Citations2
Published2008
Admission routes1
Has abstractyes

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