Cervico-vaginal inflammatory cytokine alterations after intrauterine contraceptive device insertion: A pilot study
Bibliographic record
Abstract
In a prospective study of twenty sexually transmitted infection (STI)-free women, we examined the impact of an intrauterine contraceptive device (IUCD) insertion on cervico-vaginal cytokine levels. Nine women chose the levonorgestrel-containing IUCD and eight chose a copper IUCD. A cervico-vaginal swab was collected for cytokine analysis pre-insertion and four weeks post-insertion. Significant increases were noted in levels of IL-1α (median 483.4 versus 316.6 pg/mL, p = 0.046), IL-1β (median 605.7 versus 147.3 pg/mL, p = 0.018), IL-6 (median 570.1 versus 157.3 pg/mL, p = 0.046), TNFα (median 1.19 versus 0.6 pg/mL, p = 0.029) and the chemokine MCP-1 (median 340.2 versus 135.2 pg/mL, p = 0.003). No significant changes were noted in the levels of GM-CSF, IL-8, MIG, MIP-3α, RANTES, IL-10, IL-17, IP-10, MIP-1β. Whether this increase in pro-inflammatory cytokine levels decreases epithelial barrier integrity and enhances susceptibility to STIs, including HIV, merits further study.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".