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Record W4288051758 · doi:10.1097/prs.0000000000009542

Low Infection Rate for Hand Fractures Managed with Surgical Fixation under Wide-Awake Local Anesthesia with No Tourniquet in Minor Surgery

2022· article· en· W4288051758 on OpenAlexaff
Anna K. Steve, Julien John Shine, Spencer Yakaback, J. L. Matthews, Justin Yeung

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2022
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Surgery and Rehabilitation
Canadian institutionsCanadian Society of Plastic SurgeonsUniversity of Calgary
Fundersnot available
KeywordsMedicineTourniquetSurgeryFixation (population genetics)Anesthesia

Abstract

fetched live from OpenAlex

BACKGROUND: The purpose of this study was to review the rate and type of infectious complications after surgical fixation of hand fractures managed under wide-awake local anesthesia with no tourniquet (WALANT) in minor procedure rooms outside the main operating room. METHODS: A two-surgeon retrospective chart review was performed of patients who received surgical fixation of hand fractures under WALANT in minor surgery from March of 2014 to March of 2019. RESULTS A TOTAL OF: patients, with distal phalanx ( n = 16), middle phalanx ( n = 7), proximal phalanx ( n = 11), or metacarpal ( n = 26) fractures, were included in the study. The average patient age was 37 years, with a higher proportion of male patients (51:7). Two patients had two fractures each. Thirty of the 58 cases were already open fractures. Fixation was performed using either plates and screws (25 of 58) or nonburied Kirschner wires (31 of 58). Thirty-six percent of patients (21 of 58) were treated with prophylactic antibiotics. One patient developed postoperative cellulitis. The only case of osteomyelitis occurred in a patient with risk factors known to increase rates of infectious complications (open fracture, smoking history, and >24 hours from injury to treatment). No infectious complications occurred in those who sustained closed fractures. CONCLUSIONS: Although the minor surgery environment varies significantly from that of the main operating room, infection rates after surgical fixation of hand fractures using WALANT in this setting remain low (3.4 percent), with no documented infections in fractures that were referred closed and opened surgically for operative fixation. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, IV.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.232
Teacher spread0.221 · 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 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

Citations8
Published2022
Admission routes1
Has abstractyes

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