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Record W7071319354

Skin Antisepsis Prior to Surgical Fixation of Open Extremity Fractures

2024· dissertation· en· W7071319354 on OpenAlexaff

Bibliographic record

VenueMacSphere (McMaster University) · 2024
Typedissertation
Languageen
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsMcMaster University
Fundersnot available
KeywordsPerioperativeOpen fractureAntisepticRandomized controlled trialPopulationOpen surgeryOpen labelInternal fixation
DOInot available

Abstract

fetched live from OpenAlex

Open fractures are devastating injuries that lead to significant morbidity and prolonged disability to a large number of patients worldwide. In addition to bony union, the prevention of infection is a primary goal in the surgical treatment of open fractures, and is an important factor in determining a positive outcome. In addition to preoperative antibiotics and tetanus prophylaxis, along with surgical irrigation and debridement, perioperative skin antisepsis is part of the standard of care for these injuries. Despite recent randomized trials investigating different primary active ingredients in these skin antiseptic agents, it remains unclear whether alcohol-based skin antiseptics outperform aqueous solutions. This thesis comprises a combined analysis utilizing all open fracture participants from the PREP-IT trials, A-PREP and PREPARE. With these data, we were able to compare the risk of surgical site infection between alcohol-based and aqueous solutions, as well as examine specific subgroups including upper vs lower extremity open fractures as well as stratifying the fractures based on the severity of soft-tissue injury. The secondary outcome was to compare rates of unplanned reoperation up to 1-year following definitive fracture fixation. We demonstrated that for a large and diverse population of open fracture patients, the use of an alcohol-based or aqueous solution did not have a significant effect on the risk of surgical site infection following surgery for an open fracture. Moreover, we showed that there was also no significant difference in the risk of unplanned reoperation. These findings suggest that unlike in closed fractures as demonstrated by PREPARE, in open fractures the choice of surgical skin antiseptic agent has little impact on the risk of surgical site infection. This provides surgeons with the knowledge that either an alcohol-based or aqueous skin antiseptic solution can be used, and supports the use of iodine povacrylex in alcohol for all fractures given its proven effectiveness in the closed fracture population.

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 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)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.018
GPT teacher head0.284
Teacher spread0.266 · 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.

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
Published2024
Admission routes1
Has abstractyes

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