A Historical Perspective on Our Understanding of the Uterovaginal Connective Tissue Supports
Bibliographic record
Abstract
OBJECTIVES: : The purpose of this research is to provide a historical perspective on the understanding of uterovaginal connective tissue supports. METHODS: : Articles were identified by a thorough review of the literature using electronic databases, and by reviewing references cited in articles and bibliographies of gynecologic textbooks. RESULTS: : Starting from the earliest written reports of connective tissue supports of the uterus and vagina, the development of this body of knowledge is reviewed chronologically. The works of those investigators who have made major contributions to our knowledge are highlighted. In particular, special attention is paid to Drs. Mackenrodt, Bonney, Richardson, DeLancey, and Petros/Ulmsten. CONCLUSIONS: : An appreciation of the early work by a few key pioneers in the 19th and early 20th centuries can enhance current understanding of the connective tissue supports of the uterus and vagina, and direct future research in urogynecology.
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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 | 0.001 | 0.002 |
| 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) | 0.006 | 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".