Effects of Upper-Extremity Surgery on Manual Performance of Children and Adolescents with Cerebral Palsy
Bibliographic record
Abstract
BACKGROUND: Little is known about the effects of upper-extremity surgery on the manual performance of children and adolescents with cerebral palsy (CP). This clinical cohort study describes our experience with patient selection based on multidisciplinary assessment and shared decision-making and the effects of upper-extremity surgery on manual performance and patient-relevant outcomes. METHODS: All patients (up to 20 years of age) with CP referred to our multidisciplinary team for evaluation for upper-extremity surgery between July 2011 and May 2017 were included. Suitability for upper-extremity surgery was assessed with comprehensive, multidisciplinary screening, and the decision to proceed with surgery was made together with the patient. Individual patient-relevant goals were identified with the Canadian Occupational Performance Measure (COPM); perceived independence in performing bimanual activities at home was assessed with the ABILHAND-Kids tool, and perceived quality of use of the affected hand during daily activities was assessed with a visual analog scale (VAS). The quality of use of the affected hand during bimanual performance was measured with the Assisting Hand Assessment (AHA), and gross manual dexterity was evaluated with the Box and Block Test (BBT). All baseline assessments were repeated at an average of 9 months after the surgery. RESULTS: Of 66 patients assessed by the multidisciplinary upper-extremity-surgery team, 44 were considered eligible for upper-extremity surgery. Of these patients, 39 (mean age and standard deviation [SD], 14.9 ± 2.10 years, 87% with unilateral CP, and 72% at Manual Ability Classification System [MACS] level II) underwent upper-extremity surgery and were evaluated in the pre-post study. All outcomes improved significantly after upper-extremity surgery, with average improvements of 3.1 ± 1.6 points in the COPM-Performance (COPM-P) score (p < 0.001), 3.3 ± 2.1 points in the COPM-Satisfaction (COPM-S) score (p < 0.001), 1.5 ± 1.2 logits in the ABILHAND score (p < 0.001), 2.4 ± 1.9 cm in the VAS score (p < 0.001), 6.7 ± 4.2 units in the AHA score (p < 0.001), and 2.2 ± 5.0 blocks/minute on the BBT (p = 0.021). The improvement in the COPM-P, COPM-S, ABILHAND, VAS, AHA, and BBT scores was clinically meaningful in 80%, 77%, 55%, 62%, 71%, and 31% of the patients, respectively. CONCLUSIONS: Careful assessment of eligibility for upper-extremity surgery, based on multidisciplinary screening and shared decision-making, resulted in a clinically relevant improvement in patient-specific functional and/or cosmetic goals and manual performance after upper-extremity surgery in most patients with CP. LEVEL OF EVIDENCE: Therapeutic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".