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Record W4411413477 · doi:10.2106/jbjs.24.01376

A Portfolio of Secondary Analyses from the PREP-IT Trial

2025· article· en· W4411413477 on OpenAlexaboutno aff
Jennifer E. Hagen, Mark J. Gage

Bibliographic record

VenueJournal of Bone and Joint Surgery · 2025
Typearticle
Languageen
FieldMedicine
TopicRadiation Dose and Imaging
Canadian institutionsnot available
Fundersnot available
KeywordsPortfolioEnvironmental scienceEconomicsFinancial economics

Abstract

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Research reported in this publication was partially supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases of the National Institutes of Health under Award Number 2K24AR076445. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. Welcome to the collaboration involving the Aqueous-PREP and PREPARE trials1,2. This combined effort represents one of the largest prospectively collected datasets to measure many aspects of practice variability within modern fracture management. Independently published, the Aqueous-PREP and PREPARE trials answered the fundamental question of whether an iodine or chlorhexidine aseptic skin solution reduces surgical site infections (SSIs) and/or unplanned reoperations in patients with a fracture. This supplement combines the 2 trial datasets and asks a number of other questions regarding the modern management of fractures in patients. The supplement is organized to take the reader through many of the daily clinical decision points with which providers are faced, including the following questions: Do hospital-based infection prevention strategies, such as nasal decolonization, impact infection? What impact does the type and duration of prophylactic antibiotics have on infection rates? Does the use of temporizing external fixators impact infection? Does the preparation solution have an impact on nonunion rates? And, should the patient become infected, what organisms would we see, how soon would they develop, and what is the current practice of medical treatment for these infections? We also explore other topics such as the impact of socioeconomic factors, race, gender, and food deserts on infection development. In addition, we compare a simplified modification of the Orthopaedic Trauma Association Open Fracture Classification (OTA-OFC3) with the prior OTA-OFC and Gustilo-Anderson classification systems for predicting surgical site infection and unplanned reoperation. It is our hope that these studies will aid in daily clinical decision-making, spark interest in further lines of research, and, above all, improve fracture care for patients everywhere. The Aqueous-PREP and PREPARE trials were a part of the PREP-IT (A Program of Randomized Trials to Evaluate Preoperative Antiseptic Skin Solutions in Orthopaedic Trauma) program and shared key aspects of study design3. Please see below for a detailed summary of each trial and their specific findings. Aqueous-PREP Study Overview The Aqueous-PREP (A Pragmatic Randomized Trial Evaluating Preoperative Aqueous Antiseptic Skin Solutions in Open Fractures) trial compared the effect of aqueous 10% povidone-iodine versus aqueous 4% chlorhexidine gluconate as preoperative antisepsis on the risk of SSI in 1,638 patients who were ≥18 years of age and required surgery for an open fracture1. Patients were enrolled from 14 hospitals in the United States, Canada, and Spain. Participating sites were randomly assigned, in a 1:1 ratio, to use either aqueous 10% povidone-iodine or aqueous 4% chlorhexidine gluconate immediately before surgical incision; sites then alternated between the study interventions every 2 months. The primary outcome was SSI, guided by the 2017 U.S. Centers for Disease Control and Prevention National Healthcare Safety Network reporting criteria, which included superficial incisional infection within 30 days or deep incisional or organ space infection within 90 days after the surgery4. The secondary outcome was unplanned fracture-related reoperation within 12 months after the injury. Unplanned reoperation events included treatments for infection, wound-healing complications, and fracture-healing complications such as a delayed union or nonunion. Participants were assessed clinically at 6 weeks and 3, 6, 9, and 12 months after the fracture. Among 1,571 participants in whom the primary outcome was known, SSI rates did not differ between the treatment groups, with 59 (7%) of 787 participants in the povidone-iodine group and 58 (7%) of 784 participants in the chlorhexidine gluconate group experiencing an SSI (odds ratio [OR], 1.11; 95% confidence interval [CI], 0.74 to 1.65; p = 0.61). The rate of an unplanned reoperation within 1 year after the injury also did not differ between the treatment groups, with 118 (16%) of 734 participants in the povidone-iodine group and 115 (16%) of 738 participants in the chlorhexidine gluconate group undergoing a reoperation (OR, 1.08; 95% CI, 0.81 to 1.46; p = 0.59). PREPARE Study Overview The PREPARE (A Pragmatic Randomized Trial Evaluating Preoperative Alcohol Skin Solutions in Fractured Extremities) trial compared the effect of 0.7% iodine povacrylex in 74% isopropyl alcohol (the iodine group) versus 2% chlorhexidine gluconate in 70% isopropyl alcohol (the chlorhexidine group) as preoperative antisepsis on the risk of SSI2. The study cohort consisted of 6,785 patients ≥18 years of age who were undergoing surgery to treat a closed lower-extremity or pelvic fracture and 1,700 patients ≥18 years of age who were undergoing surgery to treat an open fracture. Patients were enrolled from 25 hospitals in the United States and Canada. Participating sites were randomly assigned, in a 1:1 ratio, to use either a solution of 0.7% iodine povacrylex in 74% isopropyl alcohol or a solution of 2% chlorhexidine gluconate in 70% isopropyl alcohol immediately before surgical incision; sites then alternated between the study interventions every 2 months. The PREPARE trial used the same primary outcome (SSI) and secondary outcome (unplanned reoperation) as the Aqueous-PREP trial. Participants were also assessed clinically at 6 weeks and 3, 6, 9, and 12 months after the fracture. The primary outcome was known in 6,477 participants in the closed-fracture population and in 1,651 participants in the open-fracture population. This trial found that patients with a closed fracture in the iodine group (77 [2.4%] of 3,205 patients) experienced fewer postoperative SSIs (OR, 0.74; 95% CI, 0.55 to 1.00; p = 0.049) than those in the chlorhexidine group (108 [3.3%] of 3,272 patients). In the open-fracture population, SSI rates did not differ between the treatment groups, with an SSI occurring in 54 (6.5%) of 825 participants in the iodine group and in 60 (7.3%) of 826 participants in the chlorhexidine group (OR, 0.86; 95% CI, 0.58 to 1.27; p = 0.45). The rate of an unplanned reoperation within 1 year after the injury also did not differ between the treatment groups in both the open and closed-fracture populations.

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)0.055
metaresearch head score (Gemma)0.201
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.055
Threshold uncertainty score0.292

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0550.201
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.008
Bibliometrics0.0030.004
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0320.007

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 head0.068
GPT teacher head0.344
Teacher spread0.276 · 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".

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Published2025
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