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Record W4416209146 · doi:10.1302/1358-992x.2025.13.024

ATTITUDES AND PRACTICES SURROUNDING OPIOID PRESCRIPTIONS FOLLOWING OPEN REDUCTION INTERNAL FIXATION OF DISTAL RADIUS AND ANKLE FRACTURES: A SURVEY OF THE CANADIAN ORTHOPAEDIC ASSOCIATION MEMBERSHIP

2025· article· en· W4416209146 on OpenAlexaffabout
Jihad Abouali, Evan D. Curd, Xin Y. Mei, Ujash Sheth, Masood A. Khan, Daiany Assunção de Sá, Vehniah K. Tjong, Juwel Rana

Bibliographic record

VenueOrthopaedic Proceedings · 2025
Typearticle
Languageen
FieldMedicine
TopicOpioid Use Disorder Treatment
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsRespondentMedical prescriptionAnkleInternal fixationAddictionOpioidDescriptive statistics

Abstract

fetched live from OpenAlex

The past two decades have seen a significant increase in consequences associated with non-medical misuse of prescription opioids, such as addiction and unintentional overdose deaths. The purpose of this study was to design and disseminate an electronic survey to assess attitudes and opioid-prescribing practices of Canadian orthopaedic surgeons and trainees following open reduction internal fixation (ORIF) of distal radius and ankle fractures. This study was first to assess these factors following ORIF of distal radius and ankle fractures using a survey design. A 40-item survey was developed focusing on four themes: Respondent Demographics, Opioid-Prescribing Practice, Patients with Substance Use Disorders, and Drug Diversion. The survey was distributed among members of the Canadian Orthopaedic Association. Descriptive statistics were used to summarize respondent demographics and outcomes of interest. A Chi-square test was used to determine if the proportion of opioid prescriptions between attending surgeons and surgeons in-training was equal. One-hundred and ninety-one surveys were completed. Most respondents prescribed 10-40 tabs of immediate-release opioids, though this number varied considerably. While most respondents believed patients consumed only 40-80% of the prescribed opioids (73.6%), only 28.7% of respondents counselled patients on safe storage/disposal of leftover opioids. Thirty-point-five percent of respondents felt confident in their knowledge of opioid use and mechanisms of addiction. Most respondents desired further education on topics such as procedure-based opioid-prescribing protocols (74.2%), alternative pain management strategies (69.7%), and mechanisms of opioid addiction (49.0%). The principle finding of this study is the apparent lack of a standardized approach to post-operative opioid prescribing in distal radius and ankle fractures, illustrated by the wide range in number of opioids prescribed by Canadian orthopaedic surgeons. Our data suggest a trend towards over-prescription among respondents following distal radius and ankle ORIF, which is similar to the statistics observed among United States orthopaedic surgeons. Future studies should use the trends identified in this study to inform and rationalize interventions targeted at reducing post-operative opioid prescribing for common orthopaedic trauma procedures, especially in Canada where the opioid epidemic continues to worsen.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.072
Threshold uncertainty score0.913

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.025
GPT teacher head0.327
Teacher spread0.302 · 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.

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

Citations0
Published2025
Admission routes2
Has abstractyes

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