Neuropsychological rehabilitation focused on a daily activity in an extremely severe brain-injured patient
Bibliographic record
Abstract
Despite the disabling consequences of severe traumatic brain injury (TBI) in daily life, very few studies focused on the re-education of specific “instrumental activities” in these patients. In this qualitative study, we present an ecological rehabilitation of a patient victim of an extremely severe TBI and presenting severe and diffuse cognitive impairment. The rehabilitation program, focused on the preparation of a vegetable soup, was structured in three steps conjugating various strategies: a phase of acquisition of basic knowledge and procedures, a phase of application to the actual preparation of the soup, and an adaptation phase devoted to making the activity a purposeful part of the patient’s life. Results showed that it is possible to increase the abilities of severely impaired patients in a daily task, as well as their self-awareness, by means of an individualized, contextualized and intensive rehabilitation. However, several limitations must be considered.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".