84: Extended Interval Gentamicin Dosing in Preterm Neonates Less Than 35 Weeks Corrected Gestational Age
Bibliographic record
Abstract
Extended interval gentamicin dosing in neonates <35 weeks corrected gestational age (CGA) has been shown to achieve optimal serum peak concentrations compared to traditional once daily doses. However recommendations on exact dose and frequency vary. After a literature review, a dose of 5 mg/kg/dose every 48 hours was implemented at our institutions. To characterize concentration-time profiles achieved with a gentamicin dose of 5 mg/kg every 48 hours in neonates <35 weeks CGA. To identify gentamicin pharmacokinetic parameters in neonates <35 weeks CGA: half-life (t1/2), clearance, and volume of distribution (V1). Pharmacokinetics were prospectively analyzed after implementation of 5 mg/kg gentamicin as a single empiric dose for sepsis in neonates <35 weeks CGA (n=54). Serum samples were drawn at approximately 1 h, 24 h, and 48 h post dose. Target serum concentrations were 6–12 mg/L and 0.5–2 mg/L at 1 h and 48 h, respectively. Pharmacokinetic analysis was performed on available samples to determine if birth weight, gender, gestational age at birth, CGA, or postnatal age (PNA) affect gentamicin clearance, t1/2, V1, or serum levels. A one-compartment model best represented the pharmacokinetics of gentamicin for our population. Average pharmacokinetic parameters were: clearance 42±10 mL/kg/h, V1 0.578±0.087 L/kg, and t1/2 9.98±1.84 h. In all treatment courses when at least two serum levels were drawn (n=44), mean levels extrapolated to 1 h, 24 h, and 48 h were 8.24±1 mg/L, 1.6±0.48 mg/L, and 0.31±0.16 mg/L respectively. Neonates <14 days PNA had significantly higher gentamicin levels at 24 h (1.7±0.3 mg/L vs. 1.1±0.7 mg/L, P=0.002) and at 48 h post dose (0.34±0.14 mg/L vs. 0.2±0.2 mg/L, P=0.03). Clearance was significantly lower in neonates <14 days PNA (mean 38±5 mL/kg/h vs. 55±18 mL/kg/h, P=0.01) but was not affected by other covariates. V1 was not influenced by any covariates. A gentamicin dose of 5 mg/kg in neonates <35 weeks CGA and <14 days PNA results in post serum levels of 6–12 mg/L. Gentamicin clearance in neonates <35 weeks CGA was not affected by gestational age at birth, CGA, gender, or birth weight but increased as PNA increased suggesting the need to dose gentamicin more frequently than every 48 hours in neonates 14 days PNA. The risk of medication error may be reduced from this simplified approach.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| 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 source (direct Gemma or distilled Codex), 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".