Bibliographic record
Abstract
ABSTRACT:Chronic diseases can have numerous effects across a person’s lifespan. Epilepsy is a chronic disease that impacts all stages of life including pregnancy. Pregnancy is a sensitive time in one’s life, especially for people living with a chronic disease. This review presents a recent update on the scientific findings surrounding epilepsy and pregnancy. Topics such as conception, seizure control during pregnancy, health risks to the mother and baby during pregnancy and side effects of anti-epileptic medications will be covered. Through the presentation of findings from 2013 to 2015, this review will update future clinicians on novel developments in the field of pregnancy and epilepsy that will aid with treatment of patients, while simultaneously identifying gaps in the literature and needs for future research. This review serves as a reminder that medicine needs to be tailored to the unique individual and that individuals living with chronic diseases may require altered treatment plans throughout their lives.RÉSUMÉ:Les maladies chroniques peuvent avoir de nombreux effets au travers de la vie d’une personne. L’épilepsie est une maladie chronique qui touche tous les stades de la vie, y compris la grossesse. La grossesse est un moment délicat de la vie, en particulier pour les personnes vivant avec une maladie chronique. Cette revue présente une mise à jour récente sur les découvertes scientifiques au sujet de l’épilepsie et de la grossesse. Des sujets tels que la conception, le contrôle des crises pendant la grossesse, les risques pour la santé de la mère et du bébé pendant la grossesse et les effets secondaires des médicaments antiépileptiques seront couverts. Par le biais de la présentation des résultats de 2013 à 2015, cette revue servira de mise à jour des nouveaux développements dans le domaine de la grossesse et de l’épilepsie pour les futurs cliniciens et aidera avec le traitement des patients, tout en identifiant simultanément les lacunes dans la littérature et les besoins pour la recherche future. Cet examen sert comme un rappel que la médecine doit être adaptée à l’individu unique et que les personnes atteintes de maladies chroniques peuvent exiger des plans de traitement modifiés tout au long de leur vie.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.015 | 0.004 |
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".