Clinical Practice Characteristics and Preconception Counseling Strategies of Health Care Providers Who Recommend Alcohol Abstinence During Pregnancy
Bibliographic record
Abstract
OBJECTIVE: National initiatives on fetal alcohol syndrome in Canada and the United States aimed at prevention, identification, and treatment of individuals who are affected by alcohol exposure in utero recommend that women abstain from consuming alcohol during pregnancy. Health care providers are key educators regarding appropriate alcohol use. The objective of this study was to describe characteristics of physicians who recommend alcohol abstinence during pregnancy with regard to knowledge of fetal alcohol syndrome and preconception counseling strategies. METHODS: A survey was mailed to Canadian physicians and midwives between 2001 and 2002. Participants consisted of a national random sample of 1090 Canadian obstetricians and gynecologists, midwives, and family physicians who were current members of provincial and national professional organizations. The main outcome measure was questionnaire responses to knowledge, prevention, and diagnosis of issues related to alcohol use during pregnancy. RESULTS: Response rates ranged from 31.1% among family physicians to 63.5% among midwives. Overall, 91.2% of providers recommended abstinence from alcohol during pregnancy. These providers were significantly more likely to believe that there is sufficient information about alcohol use and that clients were interested in discussing alcohol (p < 0.05). They were also significantly more likely to discuss depression, personal alcohol use, partner's use of alcohol, and family history of alcohol misuse with women of childbearing age (p < 0.05). Once a patient became pregnant, fewer practice differences were noted, although those who recommended alcohol abstinence were significantly more likely to take clinical action when pregnant patients were consuming moderate amounts of alcohol (p < 0.05). CONCLUSIONS: It is encouraging that almost 90% of Canadian health care providers recommend abstinence from alcohol during pregnancy. However, differences in clinical practice exist between providers who recommend alcohol abstinence during pregnancy as compared with those who recommend a "glass in moderation."
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".