UPPER EXTREMITY COMPLICATIONS IN PATIENTS WITH CHRONIC RENAL FAILURE RECEIVING HAEMODIALYSIS
Bibliographic record
Abstract
Limited data are available about disability associated with upper extremity complications in patients who receive haemodialysis for end-stage renal disease. In this study of 123 patients receiving haemodialysis, the mean Disabilities of the Arm, Shoulder and Hand (DASH) score was 31 ± 22 points, indicating markedly greater disability than in a normal population. Dupuytren's contracture was the most frequent deformity. Brachial, radial and ulnar pulses were present in most upper limbs, but 14 (14%) of 102 patients had poor arterial perfusion pressures. Diabetic patients had residual or complete loss of protective sensation more frequently than nondiabetic patients. Motor testing with the index finger abduction and fifth finger flexion tests showed a significantly greater frequency of weakness in diabetic than nondiabetic patients. In summary, upper extremity disability was noted in haemodialysis patients, including loss of protective sensation and motor strength, both in diabetic and nondiabetic subjects.
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How this classification was reachedexpand
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) | 0.000 | 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".