Recomendaciones prácticas sobre ejercicio físico durante el embarazo basadas en las principales guías de práctica clínica
Bibliographic record
Abstract
Las principales guías de actividad física/ejercicio durante el embarazo recomiendan que todas las mujeres embarazadas sin contraindicaciones médicas u obstétricas se mantengan activas físicamente durante la gestación, con el objetivo de conseguir beneficios para su salud y, al mismo tiempo, reducir la posibilidad de complicaciones durante el embarazo. El objetivo de este artículo fue extraer las recomendaciones prácticas sobre ejercicio físico durante el embarazo, de interés para el médico de atención primaria (AP), de las guías de práctica clínica de tres sociedades internacionales de obstetricia y ginecología de reconocido prestigio y gran influencia internacional en este tema, dos de ellas pioneras en la elaboración de este tipo de recomendaciones: el Colegio Americano de Obstetricia y Ginecología y la Sociedad Canadiense de Obstetricia y Ginecología; y el Real Colegio de Obstetras y Ginecólogos de Australia y Nueva Zelanda, junto con la publicada por la Sociedad Española de Ginecología y Obstetricia. The main guidelines for physical activity/exercise during pregnancy recommend that all pregnant women without medical or obstetric contraindications remain physically active during pregnancy, in order to achieve health benefits and, at the same time, reduce the possibility of complications during pregnancy. The objective of this article was to extract the practical recommendations on physical exercise during pregnancy, of interest to the primary care physician, from the clinical practice guidelines of three international societies of Obstetrics and Gynecology of recognized prestige and great international influence on this subject, two of them pioneers in the elaboration of this type of recommendations: the American College of Obstetrics and Gynecology and the Society of Obstetricians and Gynaecologists of Canada; and the Royal Australian and New Zealand College of Obstetricians and Gynaecologists, together with the one published by the Spanish Society of Gynecology and Obstetrics.
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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 | 0.009 | 0.026 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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".