Pregnancy Outcomes and Perspectives in Women With Spinal Cord Injuries Undergoing Fertility Treatment: A Cross-Sectional Survey Study
Bibliographic record
Abstract
Women with spinal cord injuries (SCI) who conceived spontaneously or with fertility treatment from the Spinal Cord Injury, Urogenital Health and Pregnancy (SCI-UP) survey were compared. We included 350 pregnancies from 193 participants with at least one pregnancy following SCI. Fertility treatment occurred in 5.1% of pregnancies. Live birth rate was 66.7% with treatment vs. 64.5% without (odds ratio, 1.97; 95% confidence interval, 0.40–9.69; p = .41). Time to first conception was longer in the treatment group (median, 12 [interquartile range, 9–14) vs. 6 years 3–12]). No differences were seen in major obstetrical complications between groups.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".