Alexithymia and Somatic Conditions in Patients with Affective Illnesses during Lithium Prophylaxis
Bibliographic record
Abstract
The personality trait of alexithymia was assessed in 95 patients (35 male, 60 female) with affective illnesses, receiving lithium prophylactically, by means of Schalling-Sifneos Personality Scale (SSPS). The mean SSPS score was similar to that of the healthy population: only 8 patients had a score below 50 points. No relationship was observed between alexithymia score and age, diagnostic category (bipolar I, bipolar II, unipolar) and the duration of lithium therapy. Lower SSPS scores (i.e. high alexithymia) were found in subgroups of male patients with essential hypertension and female patients with lithium-induced obesity. The results suggest that alexithymic traits have no relationship to the pathogenesis of affective illness but may play some role in somatic symptoms emerging in affective patients on lithium prophylaxis.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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".