Pharmacokinetics of meropenem in intensive care unit patients receiving continuous veno-venous hemofiltration or hemodiafiltration
Bibliographic record
Abstract
OBJECTIVE: To evaluate an intravenous meropenem dosage regimen in adult intensive care patients with acute renal failure treated by continuous renal replacement therapy. DESIGN: A prospective, clinical study. SETTING: General intensive care unit of a university hospital. PATIENTS: Ten critically ill adult patients being treated with meropenem and receiving continuous veno-venous hemofiltration (hemofiltration rates, 1-2 L/hr) (n = 5) or continuous venovenous hemodiafiltration (hemofiltration rates, 1-1.5 L/hr; dialysis rates, 1-1.5 L/hr) (n = 5) via a polyacrylonitrile hollow fiber 0.9-m2 filter. INTERVENTIONS: Patients received a meropenem dose of 1 g iv every 12 hrs as a 5-min bolus. MEASUREMENTS AND MAIN RESULTS: Meropenem concentrations were measured by high-performance liquid chromatography in serum taken at timed intervals and in ultrafiltrate/dialysate to determine serum concentration-time profiles, derive pharmacokinetic variable estimates, and determine sieving coefficients and filter clearances. The serum concentrations were examined to see whether they were above the minimum inhibitory concentrations (MICs) for pathogens that may be encountered in intensive care patients. Serum concentrations exceeded 4 mg/L (MIC90 for Pseudomonas aeruginosa) during 67% of the dosage period in all patients. Sub-MIC90 concentrations were obtained in three patients immediately before treatment and in one patient 12 hrs after treatment. Mean (SD) (n = 10) pharmacokinetic variable estimates were as follows: elimination half-life, 5.16 hrs (1.83 hrs); volume of distribution, 0.35 L/kg (0.10 L/kg); and total clearance, 4.30 L/hr (1.38 L/hr). A sieving coefficient of 0.93 (0.06) (n = 9) indicated free flow across the filter. The fraction cleared by the extracorporeal route was 48% (13%) (n = 9), which is clinically important. CONCLUSIONS: A meropenem dose of 1g iv every 12 hrs provides adequate serum concentrations in the majority of patients receiving continuous veno-venous hemofiltration or continuous venovenous hemofiltration with a 0.9-m2 polyacrylonitrile filter at combined ultrafiltrate/dialysate flow rates of up to 3 L/hr. A lower dose would not be sufficient for the empirical treatment of potentially life-threatening infections in all patients.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".