Chlamydia Antibodies, Chlamydia Heat Shock Protein, and Adverse Sequelae After Pelvic Inflammatory Disease: The PID Evaluation and Clinical Health (PEACH) Study
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: Among women with pelvic inflammatory disease (PID), we assessed the associations among antibodies to Chlamydia trachomatis elementary bodies (EB), antibodies to chlamydia heat shock protein (Chsp60), rates of pregnancy, and PID recurrence. METHODS: Four hundred forty-three women with clinical signs and symptoms of mild to moderate PID enrolled in the PID Evaluation and Clinical Health Study were followed for a mean of 84 months for outcomes of time-to-pregnancy and time-to-PID recurrence. Antibodies to EB and Chsp60 were assessed in relation to these long-term sequelae of PID. RESULTS: Rates of pregnancy were significantly lower (adj. hazard ratio 0.47, 95% confidence interval 0.28-0.79) and PID recurrence higher (adj. hazard ratio 2.48, 95% confidence interval 1.00-6.27) after adjusting for confounding factors among women whose antibody titers to chlamydia EB measured in the final year of follow-up were in the highest tertile. CONCLUSION: Among women with mild to moderate PID, antibodies to C. trachomatis were independently associated with reduced rates of pregnancy and elevated rates of recurrent PID.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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 it