Prevalence, severity, and clinical correlates of food neophobia in Salvadorian youth
Bibliographic record
Abstract
Food neophobia (FN) describes problematic fear-based avoidance/restriction of novel foods. Using the novel parent-reported Measure of Food Neophobia (MFN), the authors examined FN symptoms and impairment in 305 Salvadorian children and explored clinical correlates. Factor analysis supported the MFN's designed structure to inquire about FN symptoms and FN impairment. At least one FN symptom was observed in 91% of the sample; however, only 9% were rated as having moderate or greater impairment. Demographic variables were not associated with FN; however, FN was positively correlated with internalizing, externalizing, inattention, health anxiety, and obsessive-compulsive symptoms. Inattention symptoms and health anxiety emerged as significant predictors of FN symptoms, while FN symptoms were the only significant predictor of FN impairment. The present study supports the MFN and provides information about FN in a general population, including the prevalence of clinically significant symptoms and association with psychological domains. Continued investigation of FN is still needed.
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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 | 0.001 | 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 | 0.000 | 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 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".