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Record W4406393042 · doi:10.1016/j.jht.2024.12.003

A collaborative interdisciplinary approach for trigger finger management

2025· article· en· W4406393042 on OpenAlexaff
Emma Yanko, Chris Thomson, Richard Bourassa, Curtis Gasmo, Thuy Le, Katie Crockett

Bibliographic record

VenueJournal of Hand Therapy · 2025
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Surgery and Rehabilitation
Canadian institutionsSaskatchewan Health AuthorityUniversity of Saskatchewan
Fundersnot available
KeywordsPhysical medicine and rehabilitationMedicineComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Stenosing tenosynovitis, or trigger finger, is a common cause of hand disability. This study outlines a trigger finger management protocol that redirects referrals for surgical consultations to conservative management first. PURPOSE: The primary outcome variable was the protocol endpoint based on the resolution of trigger finger symptoms (i.e. pain and triggering). Secondary outcome measures were to identify which patient characteristics were associated with an increased need for (i) surgical management and (ii) corticosteroid injections. STUDY DESIGN: Retrospective chart review. METHODS: The study sample included all patients referred for surgical consultation for trigger finger who were redirected to physical therapy first between the dates of August 2018 and January 2023 (n = 72). Participants initially received a physical therapy assessment and three treatment sessions. Further management was determined based on patient presentation following our protocol. Descriptive analysis involved frequency calculations of studied variables. Comparison of patient characteristics and treatment modalities across different sub-groups was examined as well as associations between various patient characteristics and increased need for (i) surgical management and (ii) corticosteroid injection. RESULTS: Seventy-two patients were included in the study, and 60 patients completed the protocol. Of these patients, 22% (n = 16) resolved with physical therapy (PT) alone, 48.5% (n = 35) resolved with 1-2 corticosteroid injections following initial PT management and 12.5% (n = 9) were referred back for surgical consult. Sub-group comparisons revealed no significant differences in patient characteristics and treatment modalities across patients who resolved with physical therapy alone, physical therapy plus 1-2 injections, or in cases referred back for surgical consults. CONCLUSION: The interdisciplinary care protocol in this study demonstrated that conservative management was successful in a majority of cases; facilitating timely access to evidence-based care, including corticosteroid injections and surgical management if necessary. Physical therapy treatment provides self-management and education strategies to those requiring further interventions, potentially reducing recurrence rates.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.890
Threshold uncertainty score0.164

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.013
GPT teacher head0.328
Teacher spread0.315 · 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 designOther design
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

Citations2
Published2025
Admission routes1
Has abstractyes

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