Low-Dose Ketamine in Addition to Propofol for Procedural Sedation and Analgesia in the Emergency Department
Bibliographic record
Abstract
OBJECTIVE: To evaluate the efficacy and safety of low-dose intravenous ketamine in addition to intravenous propofol for procedural sedation and analgesia in the emergency department (ED). DATA SOURCES: Articles were identified using PubMed (1949-February 2007), MEDLINE (1966-February 2007), EMBASE (1980-February 2007), BioMed Central (to February 2007), the Cochrane Library (to February 2007), International Pharmaceutical Abstracts, and Google Scholar (until February 2007). Reference citations from retrieved publications were also reviewed. Search terms included ketamine, propofol, ketamine-propofol, ketofol, combination, sedation, procedural sedation, conscious sedation, and emergency department. STUDY SELECTION AND DATA EXTRACTION: All articles on prospective procedural sedation that were published or translated into English and that compared combination ketamine-propofol with an appropriate comparator group were included. Clinically relevant safety endpoints included the frequency of significant hemodynamic and respiratory compromise warranting medical intervention, nausea, vomiting, and emergence reactions. Time until hospital discharge criteria were met and patient satisfaction scores were efficacy endpoints of interest. DATA SYNTHESIS: Of the 11 trials included in this review, most had small sample sizes and were conducted in non-ED settings. The ketamine-propofol combination demonstrated no additional efficacy over propofol in terms of time to discharge. Although fewer patients given the ketamine-propofol combination experienced significant hemodynamic and respiratory compromise, need for active interventions, including fluid or vasopressor administration, supplemental oxygen, or assisted ventilation did not differ between groups. Patients who received higher doses of adjuvant ketamine reported an increased incidence of nausea, vomiting, and emergence reactions following the procedure. Few studies reported patient satisfaction scores postprocedure, and effect of ketaminepropofol on time-to-discharge criteria met was inconclusive. CONCLUSIONS: At this time, insufficient clinical evidence exists to recommend the routine use of low-dose ketamine with propofol for procedural sedation in the ED setting.
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) | 0.000 | 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) | 0.000 | 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".