Childbirth among the Canadian Inuit: A review of the clinical and cultural literature
Bibliographic record
Abstract
BACKGROUND: This study reviews the historical, anthropological and biomedical literature on childbirth among Canadian Inuit resident in the Canadian Arctic. The modern period is characterised by increased tension as southern intervention replaced traditional birthing with a biomedical model and evacuation to metropolitan hospitals for birth. Inuit concern over the erosion of traditional culture has confronted biomedical concern over perinatal outcomes. Recently, community birthing centres have been established in Nunavik and Nunavut in order to integrate traditional birthing techniques with biomedical support. OBJECTIVES: To review the literature on Inuit childbirth in order to suggest avenues for future research. STUDY DESIGN: Material for this review was gathered through combining library searches, database searches in ANTHROPOLOGYPlus, MEDLINE, CINAHL and Science-Direct, and a bibliographic search through the results. RESULTS: Epidemiological studies of Inuit childbirth are outdated, inconclusive, or inseparable from non-Inuit data. Anthropological studies indicate that evacuation for childbirth has deleterious social and cultural effects and that there is considerable support for traditional communal birthing in combination with biomedical techniques and technology. CONCLUSIONS: Investigation of alternative solutions to maintaining acceptable perinatal outcomes among the Inuit seems desirable. Epidemiological and comparative qualitative studies of perinatal outcomes across the Arctic are needed to reconcile the cultural desirability of communal birthing with claims of its medical feasibility.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.010 | 0.022 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".