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Record W2084737579 · doi:10.1097/ta.0b013e3181b02892

Immediate Plate Osteosynthesis of Open Fractures of the Humeral Shaft

2010· article· en· W2084737579 on OpenAlexaff
Stephen S. Connolly, Michael D. McKee, Rad Zdero, James P. Waddell, Emil H. Schemitsch

Bibliographic record

VenueThe Journal of Trauma: Injury, Infection, and Critical Care · 2010
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsSaint John Regional Hospital
Fundersnot available
KeywordsMedicineSurgeryOsteosynthesisRadial nerveDysesthesiaNonunionAmputationReduction (mathematics)

Abstract

fetched live from OpenAlex

BACKGROUND: The aim of this study was to assess the outcome of immediate plate osteosynthesis in the surgical treatment of open humeral shaft fractures. METHODS: In a Level I trauma center and teaching hospital, we reviewed 53 patients with open humeral diaphyseal fractures who were treated with immediate open reduction and plate fixation from April 1988 to August 1998. Forty-six patients were available for adequate follow-up and assessment. All fractures were treated with a standard protocol that included irrigation and debridement, intravenous antibiotics, and immediate open reduction and plate fixation. Patients were assessed to determine whether bone grafts were needed during surgery, whether bone union was achieved, the state of the radial nerve, and postoperative complications. No quantitative functional outcomes were assessed, because this was beyond the scope of the study. It was hypothesized that immediate plate osteosynthesis would achieve safe and acceptable clinical results. RESULTS: The 46 patients with adequate final follow-up were assessed at a mean time of 37.5 weeks (13-156 weeks). All fractures united primarily in satisfactory angulation <5 degrees in coronal and sagittal planes. There were 6 delayed unions with a mean time to union of 42.5 weeks (30-72 weeks). The remaining 40 patients united at a mean of 18.4 weeks (12-26 weeks). No patient required subsequent surgery to obtain union of the fracture. Complications were rare, with no deep infections, nonunions, or iatrogenic nerve injuries. Complications included amputation in three patients and dysesthesia in one patient. Two patients had implants removed because of discomfort. CONCLUSIONS: Immediate plate osteosynthesis for open humeral shaft fractures has been shown to produce excellent results regarding bone union and absence of deep infections and is a safe technique in the management of these injuries.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.122
Threshold uncertainty score0.253

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 integrity0.0000.001
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 head0.014
GPT teacher head0.341
Teacher spread0.327 · 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

Citations17
Published2010
Admission routes1
Has abstractyes

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