Measuring target acquisition utilizing Madentec's Tracker system in indviduals with Cerebral Palsy
Bibliographic record
Abstract
The purpose of this study was to determine the impact on performance of repeated trials of the Tracker system in a series of target acquisition tasks for persons with cerebral palsy (CP). Twelve persons with CP participated in the single case experimental study. Data were collected on their time to target, time to select, and distance moved to targets of increasingly smaller size across four, once weekly sessions of one hour length. Time and distance were measured using the software programs Speaking Dynamically Pro and Mouse Offroad. Nine of the 12 participants were able to achieve a smaller target at the end of the session compared to the initial target size of 2.5 inches square. Results across sessions for targets of the same size indicated that six participants reduced their times to target and seven reduced the distance moved to acquire the target. However, only two participants showed a decrease in their time to select scores. The findings are discussed in terms of the application of the Tracker One system for individuals with CP.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".