MétaCan
Menu
Back to cohort
Record W2529365215 · doi:10.1097/bot.0000000000000720

Comparison of Outcomes and Complications of Isolated Acetabular Fractures and Acetabular Fractures With Associated Injuries

2016· article· en· W2529365215 on OpenAlexaboutno aff
Ong-art Phruetthiphat, Michael Willey, Matthew D. Karam, Yubo Gao, Brian O. Westerlind, J. Lawrence Marsh

Bibliographic record

VenueJournal of Orthopaedic Trauma · 2016
Typearticle
Languageen
FieldMedicine
TopicPelvic and Acetabular Injuries
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineAcetabular fractureAcetabulumWOMACSurgeryTrauma centerOsteoarthritisRetrospective cohort studyInjury Severity ScorePoison controlInjury preventionEmergency medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To compare patients with acetabular fractures that are isolated (acetabular fracture alone) and acetabular fracture presenting with additional nonacetabular injury using functional outcomes, complications, and readmissions. DESIGN: Retrospective review. SETTING: Level 1 Trauma Center. PATIENTS/PARTICIPANTS: Two hundred fifteen patients underwent open surgical treatment for acetabular fracture between 2003 and 2012 with age ≥18 years and minimum 1-year follow-up inclusive of functional scores and complications. INTERVENTION: Surgical treatment of acetabular fracture. MAIN OUTCOME MEASUREMENTS: Postoperative functional outcomes at 1 year as assessed with the Short Form 36 (SF-36) Health Survey Questionnaire and the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), postoperative complications including readmissions. RESULTS: Acetabular fractures patients with associated nonacetabular injuries exhibited a longer length of hospital stay (P < 0.0001) and higher readmission rate within 90 days (P = 0.012) compared with patients in the isolated injury group. Acetabular fracture with either chest or abdominal injury had the longest average hospital stay (19.2 and 19.1 days, respectively). Functional scores between 2 groups were comparable at 1-year follow-up, except acetabular fractures with pelvic ring injury, which had a significantly lower physical component score of SF-36 (P = 0.007) compared with the isolated group. CONCLUSIONS: Acetabular fractures with associated nonacetabular injuries have longer hospital stays, higher complications, and readmissions. Specifically, patients with associated truncal injury had worse clinical outcome and longer hospital stays. These conclusions should be taken into account when counseling patients with acetabular fractures, as additional injuries will greatly affect the course of treatment and the outcomes. LEVEL OF EVIDENCE: Prognostic level III. See Instructions for Authors for a complete description of levels of evidence.

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)0.010
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 score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.017
GPT teacher head0.326
Teacher spread0.308 · 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

Citations31
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Orthopaedic TraumaSame topicPelvic and Acetabular InjuriesFrench-language works237,207