Attitudes of Senior Psychiatry Residents toward Persons with Intellectual Disabilities
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVES: This study examined the attitudes of senior residents in psychiatry toward persons with intellectual disabilities. Examining residents' attitudes will highlight areas of training that could be enhanced to better prepare psychiatrists to work with individuals with intellectual disabilities. METHOD: A questionnaire was distributed to senior psychiatry residents at a Canada-wide preparatory session for the Royal College of Physicians and Surgeons of Canada. Included in the questionnaire was the Community Living Attitudes Scale Mental Retardation--Short Form (CLAS) as well as demographic items (for example, age, sex, and marital status) and questions about training in intellectual disabilities. Scores on the 4 CLAS subscales (Empowerment, Similarity, Exclusion, and Sheltering) are reported, and analyses of variance were performed to identify factors associated with each subscale score. The residents' scores are compared with those obtained in surveys of other groups. RESULTS: Fifty-eight senior residents from across Canada completed the questionnaire. The residents' scores favored Empowerment and Similarity over Exclusion and Sheltering. Men and women responded differently. Training in intellectual disabilities during residency only appeared to influence the Similarity subscale scores. CONCLUSION: Senior psychiatry residents hold attitudes toward persons with intellectual disabilities that are not entirely consistent with the community living philosophic paradigm. More research is needed to uncover how attitudes of psychiatrists develop, as well as how training can influence attitudes.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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