Providing Care to People With Intellectual and Developmental Disabilities in Medical Education
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Medical professionals commonly report having inadequate training providing care for individuals with intellectual and developmental disabilities (IDD). This pilot study aimed to address this gap through a virtual Objective Structured Clinical Examinations (OSCE) with individuals with IDD as patient educators for 25 first- and second-year medical students (OSCE participants). Quantitative data through the Prediger competency scale and qualitative data through a semistructured interview were analyzed. OSCE participants reported a significant increase (p < 0.05) in self-perceived competency scores when comparing pre- and post-OSCE scores. Qualitative analysis yielded themes corresponding to improving skills, practice considerations, and perspectives and biases changes. These results suggested that this virtual OSCE promoted the development of self-perceived clinical competency and comfort providing care for individuals with IDD.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.016 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it