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Record W3134282684 · doi:10.37871/jbres1196

Pain Management Strategies Postoperatively in Arthroscopy of Foot & Ankle: A Review Article

2021· review· en· W3134282684 on OpenAlexaff
Collin LaPorte, MD Rahl, OR Ayeni, TJ Menge

Bibliographic record

VenueJournal of Biomedical Research & Environmental Sciences · 2021
Typereview
Languageen
FieldMedicine
TopicHip disorders and treatments
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineNarcoticAnalgesicAnesthesiaHip arthroscopyAnkleSurgeryFoot and ankle surgeryLocal anestheticRegimenArthroscopy

Abstract

fetched live from OpenAlex

Foot & Ankle arthroscopy is an increasingly rapid field in the treatment of multiple hip conditions, owing to its important diagnostic and therapeutic benefit. As these patients lack a consistent pain relief plan, effective post-operative pain control appears to be a concern. Several methods were used to identify a method that decreases post-operative pain, narcotic intake and hospital and treatment system costs. This article aims to study and report the relevant findings of the previous paper “Post-operative pain management strategies in hip arthroscopy.” Latest research encourages the use of a multimodal approach to the treatment of postoperative pain in hip arthroscopic patients. In tandem with peripheral nerve blocks or intraoperative anesthetic injection a pre- and after-operative analgesic regimen is used, patients experience lower discomfort and post-operative narcotic use. Different methods are similar in post-operative pain and opioid use. However, of those undergoing Intraarticular (IA) or Local Anesthetic Infiltration (LAI), postoperative risks relative to peripheral nervous blocks are smaller. Latest trials have demonstrated that the best and most reliable, multi-modal treatment for the reduction of postoperative pain in these patients may be intraoperative techniques such as IA injection or LAI in combination with a pre and postoperative analgesy. Furthermore, failure to use the peripheral nerve block can result in lower anesthesia procedural fees and operating room turnover, thereby lowering patients’ costs and increasing facility effectiveness.

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 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)0.007
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.986
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.130
GPT teacher head0.476
Teacher spread0.347 · 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 teacher head, not a consensus.

Study designOther design
Domainnot available
GenreReview

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

Citations0
Published2021
Admission routes1
Has abstractyes

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