A Comparison of Alexithymia in American and Japanese Dialysis Patients
Bibliographic record
Abstract
A comparison of alexithymia in American and Japanese dialysis patients was performed using the Beth Israel Hospital Questionnaire (BIQ) and the MMPI Alexithymia Scale (MMPI-AS) including structured interviews. No significant differences between the USA and Japan were observed in all dialysis patients with both BIQ and MMPI-AS. However, the alexithymia score in US hemodialysis (HD) patients was significantly lower than that in Japanese HD patients, whereas the alexithymia score in American continuous ambulatory peritoneal dialysis (CAPD) patients was significantly higher than that in Japanese CAPD patients. These results may suggest the possibility that the differences in dialysis policy between USA and Japan have secondary effects on alexithymia, which is one of the psychosomatic factors reflecting self-control ability in dialysis patients.
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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) | 0.001 | 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 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".