Neuraxial initiation techniques for labor analgesia: Comparative insights on standard epidural, combined spinal-epidural and dural puncture epidural analgesia
Bibliographic record
Abstract
PURPOSE OF REVIEW: In recent years, initiation techniques for neuraxial labor analgesia have focused on enhancing analgesic quality while minimizing complications. This review aims to summarize recent evidence on the standard epidural (EPL), combined spinal-epidural (CSE), and dural puncture epidural (DPE) techniques, emphasizing their benefits, risks, and relevance in contemporary obstetric anesthesia care. RECENT FINDINGS: The DPE technique offers unique values, combining the advantages from CSE and EPL techniques. DPE and CSE, compared with EPL, techniques involve a dural puncture with a spinal needle, and the resulting epidural-intrathecal conduit enables translocation of analgesic agents, providing faster onset, earlier sacral coverage, better catheter function, and more rapid epidural extension to surgical anesthesia. Moreover, by limiting the intrathecal dose administered with the CSE technique, the DPE technique lowers the risks of fetal bradycardia and pruritus. SUMMARY: EPL and CSE techniques are widely used for neuraxial labor analgesia. The DPE technique offers a novel alternative, delivering high-quality analgesia with minimal complications. While the benefits of the DPE technique are increasingly being recognized, additional comparative research will better support anesthesiologists in selecting the most appropriate technique across diverse clinical scenarios.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".