The modifying role of pregnancy on ophthalmological and neuro-ophthalmological diseases
Bibliographic record
Abstract
The female visual system experiences a series of physiological modifications during pregnancy, and these changes have profound implications on many general ophthalmological and neuro-ophthalmological disorders, exacerbating some conditions while alleviating others. Patients with open-angle glaucoma experience improved disease states, with accompanying normal visual fields. Uveitis and MS-induced optic neuritis exhibit decreased rates of occurrence. Non-proliferative diabetic retinopathy initially worsens with gestation, eventually improving in the postpartum state with only 5% of cases progressing into the proliferative stage. As for idiopathic intracranial hypertension, existing symptoms worsen during pregnancy. Therapeutic interventions such as immunosuppressants, anti-neoplastic drugs, and steroids administered prophylactically during fetal development may lead to potential teratogenic outcomes manifesting in devastating birth defects and should be administered with caution. RésuméLe système visuel féminin subit une série de modifications physiologiques pendant la grossesse, et ces changements ont des implications profondes sur de nombreux troubles ophtalmologiques et neuro-ophtalmologiques généraux, exacerbant certaines conditions tout en soulageant d’autres. Les patients atteints de glaucome à angle ouvert ont une amélioration des états pathologiques, accompagnés de champs visuels normaux. L’uvéite et la névrite optique induite par la SEP présentent des taux d’occurrence réduits. La rétinopathie diabétique non proliférative s’aggrave au début avec la gestation, s’améliorant finalement dans l’état postpartum avec seulement 5% des cas progressant dans le stade prolifératif. En ce qui concerne l’hypertension intracrânienne idiopathique, les symptômes existants s’aggravent pendant la grossesse. Les interventions thérapeutiques comme les immunosuppresseurs, les médicaments antinéoplasiques et les stéroïdes administrés de façon prophylactique pendant le développement du fœtus peuvent entraîner des effets tératogènes potentiels se manifestant par des malformations congénitales dévastatrices et doivent être administrés avec prudence.
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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 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".