Three years on: a review of medical terminations of pregnancy performed in a sexual health service
Bibliographic record
Abstract
Access to abortion services is often limited in parts of regional Australia, including north Queensland. Since March 2006, the Cairns Sexual Health Service (CSHS) has provided medical termination of pregnancy (MToP) services for women up to 9 weeks gestation, using a regimen of methotrexate and misoprostol. We conducted a retrospective chart audit of all women undergoing an MToP at the CSHS between 1 March 2006 and 31 March 2009. In total, 147 medical terminations in 136 women were performed during this 3-year period. At the time of first presentation, the mean age was 27 years, 77 (57%) of the 136 women were of less than 7 weeks gestation and 86 (63%) had not had a previous termination. A successful medical termination of pregnancy was achieved in 69 of 85 (81%, 95% confidence interval (CI): 72, 88) women at less than 7 weeks gestation and in 43 of 62 (69%, 95% CI: 57, 80) women with gestation between 7 and 9 weeks. Provision of medical termination of pregnancy through sexual health services is one strategy to address access inequity in regional areas. Demand for this service in Cairns continues to rise; however, since late August 2009 MToP in Queensland is no longer available pending legal reform.
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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 | 0.005 | 0.008 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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".