MétaCan
Menu
Back to cohort
Record W4407176175 · doi:10.1186/s13741-024-00486-5

Opioid-free versus opioid-based anesthesia in laparoscopic sleeve gastrectomy: a single-center, randomized, controlled trial

2025· article· en· W4407176175 on OpenAlex
Hanane Barakat, Linda Gholmieh, Jessy Abou Nader, Vanda Yazbeck Karam, Obey Albaini, Mariana Helou, Rony Al Nawwar

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePerioperative Medicine · 2025
Typearticle
Languageen
FieldMedicine
TopicAnesthesia and Pain Management
Canadian institutionsMcGill University
FundersLebanese American University
KeywordsMedicineAnesthesiaOpioidRandomized controlled trialSleeve gastrectomySingle CenterSurgeryInternal medicineGastric bypass

Abstract

fetched live from OpenAlex

BACKGROUND: Opioids are commonly used in general anesthesia for pain management. However, they are linked to significant side effects. Patients undergoing laparoscopic sleeve gastrectomy, particularly those with obesity, are at higher risk of experiencing adverse effects associated with opioids. Therefore, there is a need to explore alternative anesthesia options that do not rely on opioids. This study aims to investigate the efficacy of opioid-free anesthesia (OFA) compared to traditional opioid-based anesthesia (OBA) in patients undergoing laparoscopic sleeve gastrectomy. METHODS: This single-center randomized controlled trial included eighty-three patients undergoing laparoscopic sleeve gastrectomy in a tertiary hospital. Patients were randomly assigned to dexmedetomidine and lidocaine infusion (OFA) or remifentanil (OBA). All patients received intra-operative propofol, sevoflurane, a neuromuscular blocking agent, and ketamine. The primary outcome included opioid consumption during the post-anesthesia care unit (PACU). Secondary measures included intraoperative hemodynamic stability, time to extubation, PACU stay duration, opioid consumption during the first 48 h, and anti-emetic requirements. Independent samples t-test or Mann-Whitney U test was used to assess for differences across the two groups. RESULTS: PACU morphine consumption, total postoperative morphine consumption, anti-emetic requirements up to 48 h after surgery, and pain levels after surgery were not statistically significantly different between OFA and OBA groups. Other variables were not statistically different between the two groups, except for intraoperative anti-hypertensives where more patients in the OFA groups required it. CONCLUSIONS: Opioid-free anesthesia hasn't shown an opioid-sparing effect in patients with obesity undergoing laparoscopic sleeve gastrectomy. Larger multi-center studies are required to fully establish its effectiveness. TRIAL REGISTRATION: ClinicalTrials.gov (NCT03507634); first trial registration date: 12/04/2018; first posted date: 25/04/2018.

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.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.068
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.021
GPT teacher head0.297
Teacher spread0.275 · 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