The Painful Legacy of Childhood Violence: Migraine Headaches Among Adult Survivors of Adverse Childhood Experiences
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
BACKGROUND: Childhood adversities have been associated with adult migraine in the general population. However, most research has focused on only a few types of maltreatment and has not always controlled for factors correlated with early adversities and migraine. OBJECTIVES: The aim of this study was to investigate the relationship between early adversities and migraine, while controlling for a range of potential explanatory factors. METHODS: We analyzed data from the 2012 Canadian Community Health Survey - Mental Health. Using a representative sample of 10,358 men and 12,638 women, we undertook gender-specific logistic regression analyses to determine the association between number and type of self-reported childhood adversities (physical abuse, sexual abuse, and witnessing parental domestic violence) and migraine, while controlling for sociodemographics, comorbid adversities, health behaviors, depression, and anxiety. RESULTS: In total, 6.5% of men and 14.2% of women reported migraines. All three adversities were significantly associated with migraine for both genders, even after controlling for a range of variables. The fully adjusted odds of migraine associated with physical abuse, parental domestic violence, and sexual abuse were 1.61 (95% confidence interval [CI] = 1.42-1.83), 1.64 (95% CI = 1.39-1.93), and 1.32 (95% CI = 1.11-1.57), respectively, for women, and 1.50 (95% CI = 1.25-1.80), 1.52 (95% CI = 1.16-1.98), and 1.70 (95% CI = 1.22-2.36) for men. Greater number of adversities was also associated with increasing odds of migraine. Men reporting all three adversities had over three times (odds ratio = 3.26; 95% CI = 2.09-5.07) and women over two times (OR = 2.85; 95% CI = 2.25-3.60) the odds of migraine compared with those without childhood adversities. CONCLUSIONS: Number and type of early adversities are associated with migraine among Canadian men and women.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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 it