A psychosocial evaluation of epileptics in Chile Evaluación psicosocial de los epilépticos en Chile
Bibliographic record
Abstract
The psychosocial adaptation of epileptics affects both the appearance of psychopathologies and the evolution of the seizures themselves. The Washington Test, an inventory designed specifically for epilepsy, was administered to three groups of epileptics. The first group was made up of subjects from the Santiago Psychiatric Institute, the second group was from the Chilean League against Epilepsy, and the third was comprised of epileptics suffering from psychotic symptoms. Test results in Chile have shown that epileptics from low socioeconomic levels have a greater incidence of social adaptation problems than those from middle and upper income levels. Chilean subjects from the middle and upper socioeconomic levels behave similarly to those from developed countries (the U.S., Canada, Germany, Finland), while those from lower income levels are poorly adapted socially. All subjects suffering psychoses are poorly adapted; there is no significant difference between subjects who experience luc
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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 | 0.001 |
| 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 | 0.001 |
| 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".