Can we apply the dual‐pathway model of overeating to a population of weight‐preoccupied overweight women?
Bibliographic record
Abstract
OBJECTIVE: The aim of the study is to verify the applicability of the dual-pathway model among weight-preoccupied overweight women and to document the restraint pathway, the negative affect pathway, and the possibility of a direct pathway from body dissatisfaction to overeating. METHOD: Structural equations were performed to test the model on baseline data of 153 weight-preoccupied overweight women recruited to participate in a randomized trial. RESULTS: Findings suggest that the model obtains satisfactory fit. Although the restraint pathway is partially supported, the negative affect pathway is confirmed. A third pathway linking directly body dissatisfaction to overeating is also evidenced. DISCUSSION: The dual-pathway model of overeating seems to be representative of the reality of weight-preoccupied overweight women, which could be pointed as a population in need of clinical attention, particularly considering the dramatically increasing rates of obesity.
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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 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".