Functional Outcomes of Severe Bicondylar Tibial Plateau Fractures Treated with Dual Incisions and Medial and Lateral Plates
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Plate fixation of comminuted bicondylar tibial plateau fractures remains controversial. This retrospective study was performed to evaluate the perioperative results and functional outcomes of medial and lateral plate stabilization, through anterolateral and posteromedial surgical approaches, of comminuted bicondylar tibial plateau fractures. METHODS: Over a seventy-seven-month period, eighty-three AO/OTA type-41-C3 bicondylar tibial plateau fractures were treated with medial and lateral plate fixation through two exposures. Injury radiographs were rank-ordered according to fracture severity. Immediate biplanar postoperative radiographs were evaluated to assess the quality of the reduction. The Musculoskeletal Function Assessment (MFA) questionnaire was used to evaluate functional outcome. RESULTS: Twenty-three male and eighteen female patients (average age, forty-six years) who completed the MFA questionnaire were included in the study group. The mean duration of follow-up was fifty-nine months. Two patients had a deep wound infection. Complete radiographic information was available for thirty-one patients. Seventeen (55%) of those patients had a satisfactory articular reduction (< or =2-mm step or gap), twenty-eight patients (90%) had satisfactory coronal plane alignment (medial proximal tibial angle of 87 degrees +/- 5 degrees ), twenty-one patients (68%) demonstrated satisfactory sagittal plane alignment (posterior proximal tibial angle of 9 degrees +/- 5 degrees ), and all thirty-one patients demonstrated satisfactory tibial plateau width (0 to 5 mm). Patient age and polytrauma were associated with a higher (worse) MFA score (p = 0.034 and p = 0.039, respectively). When these variables were accounted for, regression analysis demonstrated that a satisfactory articular reduction was significantly associated with a better MFA score (p = 0.029). Rank-order fracture severity was also predictive of MFA outcome (p < 0.001). No association was identified between rank-order severity and a satisfactory articular reduction (p = 0.21). The patients in this series demonstrated significant residual dysfunction (p < 0.0001), compared with normative data, with the leisure, employment, and movement MFA domains displaying the worst scores. CONCLUSIONS: Medial and lateral plate stabilization of comminuted bicondylar tibial plateau fractures through medial and lateral surgical approaches is a useful treatment method; however, residual dysfunction is common. Accurate articular reduction was possible in about half of our patients and was associated with better outcomes within the confines of the injury severity.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it