MétaCan
Menu
Back to cohort

Displaced Intra-articular Calcaneal Fractures

2003· article· en· W2024097524 on OpenAlexaff
M. Csizy, Richard Buckley, Suzanne Tough, Ross Leighton, J. Luke Smith, Robert G. McCormack, Graham Pate, David Petrie, Robert D. Galpin

Bibliographic record

VenueJournal of Orthopaedic Trauma · 2003
Typearticle
Languageen
FieldMedicine
TopicFoot and Ankle Surgery
Canadian institutionsFoothills Medical CentreCanadian Apheresis Group
Fundersnot available
KeywordsMedicineCalcaneal fractureSurgeryCalcaneusInternal fixationArthrodesisProspective cohort studyHeelRandomized controlled trialPopulationReduction (mathematics)Orthopedic surgerySubtalar jointAnkle

Abstract

fetched live from OpenAlex

OBJECTIVE: The goal of the current study was to analyze the prospective clinical outcome of patients who failed closed or open treatment of a displaced intra-articular calcaneal fracture. This cohort of patients required a secondary subtalar fusion by distraction bone-block arthrodesis. DESIGN: Review of prospective, randomized trial database. SETTING: Four level I trauma centers. PATIENTS: Between April 1, 1991 and December 31, 1997, 424 patients with 471 displaced intra-articular calcaneal fractures were involved in a large, multicenter, randomized trial. Forty-four patients who required subtalar fusion following initial treatment of a displaced intra-articular calcaneal fracture were compared to the population of patients who did not require subtalar fusion. The variables compared between the two groups included Böhler angles, two computed tomography classification systems, and clinical scores including SF-36, visual analogue score, and oral analogue score. INTERVENTION: Subtalar distraction bone-block arthrodesis with tricortical bone graft was used in all 45 feet. MAIN OUTCOME MEASUREMENTS: The following were examined: x-ray fracture classification, specifically Böhler angles and Essex-Lopresti classification; computed tomography classification, specifically Sanders and Crosby; clinical scores, specifically validated visual analogue score, general health survey scores, oral analogue score, and other factors (i.e., patient demographics including age, sex, profession, smoking history, and Worker's Compensation Board involvement. RESULTS: Initial treatment of the 44 patients in our study was nonoperative in 37 (84%) patients and operative (open reduction and internal fixation) in 7 (16%) (1 patient had bilateral heel fractures). Patients requiring fusion differed demographically from those patients not requiring fusion. Mean age was 39 years in both the fusion and nonfusion group. The fusion group had 97% males, whereas the nonfusion group had 89% males. Sixty-four percent of the fusion patients were Worker's Compensation Board claims, whereas 35% of the nonfusion group were Worker's Compensation Board claims. Of those that required fusion, 77% were heavy laborers. On average, the fusion group had a Böhler angle 15 degrees less than the nonfusion group. Forty-six percent of the fusion patients were Sanders-type IV initial fractures. Logistic regression analysis revealed that the primary predictors of requiring fusion were Worker's Compensation Board status (odds ratio = 3.03, 95% confidence interval = 1.41-6.57), Sanders-type IV (odds ratio = 5.48, 95% confidence interval = 1.57-19.18), Böhler angle <0 degrees (odds ratio = 10.64-95% confidence interval = 1.33-85.17), and nonoperative initial treatment (odds ratio = 5.86-95% confidence interval = 2.33-14.67). CONCLUSION: These data suggest that the amount of initial injury involved with the calcaneal fracture is the primary prognostic determinant of long-term patient outcome. Böhler angle on presentation of <0 degrees was 10 times more likely to require a secondary subtalar fusion than a Böhler angle on presentation of >15 degrees. Sanders-type IV calcaneal fractures were 5.5 times more likely to be fused than a simple Sanders type II fracture. Worker's Compensation Board patients were three times more likely to be fused than non-Worker's Compensation Board patients. Nonoperative care was six times more likely to lead to a late fusion as compared to open reduction and internal fixation treatment. Late fusion provided relief from pain and improved function as evidenced by an improvement in visual analogue score postsurgery. This study demonstrates that there is a distinct patient group with a displaced intra-articular calcaneal fracture who are at high risk of subtalar fusion. These include male Worker's Compensation Board patients who participate in heavy labor work with a fracture pattern with Böhler angle less than 0 degrees. If their initial treatment was nonoperative, the likelihood of requiring late subtalar fusion was significantly increased. Initial open reductional open reduction and internal fixation of patients with displaced intra-articular calcaneal fracture minimized the likelihood that subtalar fusion would be required.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
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 head0.015
GPT teacher head0.279
Teacher spread0.264 · 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 designCase report
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

Citations193
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Orthopaedic TraumaSame topicFoot and Ankle SurgeryFrench-language works237,207