EDUCATION EDUCATION The ALARM International Program: A Mobilizing and Capacity-Building Tool to Reduce Maternal and Newborn Mortality and Morbidity Worldwide
Bibliographic record
Abstract
and Gynaecologists of Canada (SOGC) progressively assumed a leadership role in the international movement promoting safer pregnancy and childbirth in an effort to reduce the unacceptably high numbers of maternal and newborn deaths persisting in many parts of the world. As part of this commitment and in support of the internationally recognized strategy calling for skilled attendants at birth, SOGC modified the 1995 Advance in Labour and Risk Management (ALARM) program for international use. The ALARM International Program (AIP) is a mobilizing and capacity-building tool for health professionals responsible for the delivery of emergency obstetric and newborn care. The AIP addresses the five main causes of maternal mortality and morbidity, as well as care of the newborn, and further mobilizes participants to the sexual and reproductive
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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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".