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Record W2050916671 · doi:10.1097/prs.0000000000000522

Preemptive Analgesia with Bupivacaine in Reduction Mammaplasty

2014· article· en· W2050916671 on OpenAlexaboutno aff
Denis Souto Valente

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2014
Typearticle
Languageen
FieldMedicine
TopicAnesthesia and Pain Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineBupivacaineAnesthesiaSalineAnalgesicRandomized controlled trialPlaceboMammaplastyOpioidMorphineSurgeryInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Preincisional analgesia is an antinociceptive treatment that prevents altered central excitability from high-intensity noxious stimuli. To determine the analgesic efficacy of preoperative infiltration with bupivacaine for reduction mammaplasty, a randomized, double-blind, placebo-controlled trial was designed. METHODS: Women with mammary hypertrophy were allocated randomly to one of two study groups. Patients in group I received preincision infiltration with bupivacaine into each breast after general anesthesia. Group II patients received similar injections of saline injection alone after general anesthesia. RESULTS: Visual analogue pain score, verbal pain score, and short-form McGill Pain Questionnaire scores were higher in group II patients until 22 hours after surgery (p < 0.008). Patients in the saline group had higher intravenous meperidine consumption for 22 hours postoperatively and solicited opioids before the patients in the bupivacaine group (p < 0.001). The difference between groups was statistically significant. CONCLUSION: Preincisional infiltration with bupivacaine results in reduced pain and lower postoperative opioid requirements in the early postoperative phase of pain following breast reduction. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, I.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.012
GPT teacher head0.215
Teacher spread0.203 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations18
Published2014
Admission routes1
Has abstractyes

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