Muscle Dysmorphia: A Critical Review of the Proposed Criteria
Why this work is in the frame
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Bibliographic record
Abstract
While body-image related disorders such as anorexia nervosa have focused on thinness, only recently have clinical criteria for a disorder that centers around muscularity--muscle dysmorphia--been proposed. An individual affected by muscle dysmorphia is overly concerned with his or her degree of muscularity. This preoccupation is manifested in the individual's behavior (excessive weight lifting, excessive attention to diet, social impairment). This article examines the historical aspects and proposed criteria for muscle dysmorphia and contrasts them with those of anorexia nervosa. While the authors of the proposed criteria have suggested that muscle dysmorphia be classified as a subcategory of body dysmorphic disorder, both the historical and clinical aspects of this syndrome are more consistent with its classification as an obsessive-compulsive disorder.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| 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