Semantico-phonological disorders in patients with Wernicke's aphasia
Bibliographic record
Abstract
© Medwell Journals, 2015. The study presents the neurolinguistic analysis of semantic disorders caused by the specific perception of addressed speech by the patients with Wernicke's aphasia provoked by stroke. The sample of patients included 14 people (8 men and 6 women, aged 45-69) with dominant left hemisphere. All of them had lesions (caused by strokes) in Wernicke's area according to the data of MRI. The research was conducted during the acute period. The disorders were revealed by analyzing spontaneous dialogues with patients on matters of their everyday life and with the help of conversation analysis. The baseline neurocognitive tests (Mini-Mental State Examination, Montreal Cognitive Assessment) were used to exclude general cognitive impairment. The research was conducted at the Department of Neurology No. 1 in the Republic Clinical Hospital No. 2 (Kazan, Russia); this hospital is a clinical base of Kazan Federal University.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".