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Record W2042931831 · doi:10.1097/aln.0b013e31821bffa8

Inappropriate Conclusion from Meta-analysis of Randomized Controlled Trials

2011· article· en· W2042931831 on OpenAlexaffabout
James Paul, Lehana Thabane

Bibliographic record

VenueAnesthesiology · 2011
Typearticle
Languageen
FieldMedicine
TopicAnesthesia and Pain Management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineRandomized controlled trialMeta-analysisMEDLINEInternal medicine

Abstract

fetched live from OpenAlex

We thank Drs. Barrington, Olive, and Kluger for their interest in our recent meta-analysis of femoral nerve block for total knee arthroplasty and for the opportunity to respond to their concerns.1The concern raised is that the key message in the highlighted box on the first page of the article, “that these studies did not demonstrate further improvement with continuous compared with single-shot femoral nerve block alone,” was unsupported by the data.Of the 23 randomized controlled trials that were included in our meta-analysis, only 2 trials (with a total of 69 patients) directly compared single shot femoral nerve block to continuous femoral nerve block, the trials by Hirst et al. and Salinas et al .2,3The trial by Salinas et al. located the nerve with a nerve stimulator and used 30 ml ropivacaine, 0.375%, with epinephrine for the single shot femoral nerve block, and the continuous femoral nerve block group also received a continuous infusion of ropivacaine, 0.2%, at 10 ml/h. The trial by Hirst et al. also located the nerve using a nerve stimulator but used 20 ml bupivacaine, 0.5%, with epinephrine for the single shot block, and the continuous nerve block group received an infusion of bupivacaine, 0.125%, at 6 ml/h. The trial by Salinas et al. showed that a continuous femoral nerve block (in comparison with a single shot femoral nerve block alone) resulted in lower pain scores (during the first and second postoperative day and during physical therapy) and opioid consumption was also reduced; by contrast, the study by Hirst et al. found that there were no differences in pain scores or opioid consumption. We disagree with Barrington et al. that the trial by Hirst et al. was not clinically appropriate and the results do apply to current practice. Thus, the direct evidence is equivocal, with conflicting evidence for a continuous femoral nerve block.In addition to the direct evidence, our Bayesian meta-analysis combined the indirect results from the 7 trials (with 136 patients) that investigated single shot femoral nerve block and the 13 trials (with 352 patients) that investigated continuous femoral nerve block. These results showed that there was no difference in analgesia outcome for these groups in terms of opioid consumption, pain scores, nausea, range of motion, or length of stay.1The weakness of this approach, that these were not randomized comparisons and subject to the same biases as observational studies, was described in the original paper. We defend our inclusion of trials that used either bupivacaine or ropivacaine for their femoral nerve blocks because one local anesthetic has not been proven superior to the other in terms of block effectiveness.4Thus, the evidence from the indirect comparisons does not support the use of continuous femoral nerve blocks.Overall there is equivocal evidence for a continuous femoral nerve block from the direct evidence and no evidence from the additional indirect comparisons from the Bayesian analysis. Although these indirect comparisons were nonrandomized, the treatment groups were quite similar between studies. Given these results, we feel that the conclusion “that these studies did not demonstrate further improvement with continuous compared with single-shot femoral nerve block alone” was justified.The fact that some of the evidence described in the studies does not come from randomized comparisons is a fair criticism and clearly stated in the article. This is a weakness of the literature, as opposed to the methods used in the meta-analysis. More authors need to study the head-to-head comparisons for single shot versus continuous femoral nerve block for total knee arthroplasty, and this was in fact the final conclusion of our study, as stated in the last sentence. Although the idea of a continuous femoral nerve block makes intuitive sense because it prolongs the duration of the nerve block while patients are still having significant pain, its advantages have not been proven in the literature to date. This message is important for investigators because most of the trials published (11 of the 13 trials of continuous femoral nerve block) ignore the comparison with a single shot nerve block group as if it can be taken for granted that continuous femoral nerve block is the superior approach.*McMaster University, Hamilton, Ontario, Canada. james_paul@sympatico.ca

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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)0.146
metaresearch head score (Gemma)0.436
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.854
Threshold uncertainty score0.771

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1460.436
Meta-epidemiology (narrow)0.0050.003
Meta-epidemiology (broad)0.0170.044
Bibliometrics0.0070.007
Science and technology studies0.0010.002
Scholarly communication0.0070.007
Open science0.0070.004
Research integrity0.0060.011
Insufficient payload (model declined to judge)0.0130.002

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 head0.133
GPT teacher head0.323
Teacher spread0.189 · 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.

Study designTheoretical or conceptual
DomainMethods
GenreMethods

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".

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Citations0
Published2011
Admission routes2
Has abstractyes

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