Mobility and rickets: Investigating Vitamin D deficiency and regional mobility in <i>Aventicum</i>, Roman Switzerland (first to third century CE)
Bibliographic record
Abstract
Abstract The aims of this study are twofold: first, to consider Vitamin D deficiency during two periods of growth and, second, consider Vitamin D deficiency with respect to evidence for migration and mobility in a skeletal assemblage (n = 169) from Aventicum, Roman Switzerland (first to third century CE). Vitamin D deficiency was evaluated macroscopically, and individuals with evidence of Vitamin D deficiency (n = 3) were assessed histologically for interglobular dentine. Dentine was examined from teeth that span from 6 months to 18 years of age. Enamel from an incisor and third molar of possibly deficient individuals were also explored for evidence of migration using oxygen isotope analysis. The only skeletal evidence for Vitamin D deficiency occurred in three adult individuals (two males and one female, all aged 25–35). All three individuals showed skeletal and histological evidence of early childhood deficiency. Further, two individuals presented histological evidence of deficiency associated with pubertal growth. Isotopic values in the incisors of all three individuals were in keeping with geographic origins in Central and Eastern Europe; however, the two with evidence for pubertal deficiency had higher δ18O values (by 1.3‰) in their third molars, whereas the individual with no evidence of pubertal rickets did not. The overall lack of Vitamin D deficiency at Aventicum is rare when compared with other urban Roman sites. For the three individuals with evidence of deficiency, one suggestion is that they may have moved from elsewhere. The mobility of the two individuals with pubertal rickets suggests that risks for repeat deficiency were affected by their location. As this is the first study to consider osteological and histological evidence for Vitamin D deficiency in conjunction with isotopic evidence of mobility, further studies of mobility and health across the Empire are required.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".