Intrapartum care by general practitioners and family physicians. Provincial trends from 1984-1985 to 1994-1995.
Bibliographic record
Abstract
OBJECTIVE: To determine provincial trends in provision of intrapartum care by general practitioners and family physicians (GP/FPs) for the 11 years from 1984 to 1995. DESIGN: Analyses of provincial Medical Care Fee-for-Service Utilization data for births from 1984-1985 to 1994-1995. SETTING: 10 provinces of Canada. MAIN OUTCOME MEASURES: Proportion of vaginal births billed by GP/FPs (expressed as total number of vaginal births billed by GP/FPs divided by total number of vaginal births). RESULTS: In 1994-1995, the proportion of vaginal births billed by GP/FPs ranged from 77.2% in British Columbia and 70.8% in Nova Scotia to 28.9% in Ontario and 23.6% in Prince Edward Island. These proportions have remained relatively high and stable during the period studied in some provinces, such as British Columbia and Nova Scotia, and have declined steadily and notably in others. CONCLUSIONS: Data show that GP/FPs' involvement in vaginal births in most Canadian provinces is decreasing. This trend demonstrates a shift in GP/FPs' practice patterns and could indicate a coming shortage of obstetrical care providers.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 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".