Menstrual History is Important for Diagnosing Catamenial Pneumothorax and Hemoptysis
Bibliographic record
Abstract
Endometriosis is a chronic inflammatory gynecologic disease. Problems associated with endometriosis include dysmenorrhea, dyspareunia, and infertility. We managed two patients between March 2001 and December 2011 with extrauterine endometriosis. The first was a 37-year-old unmarried woman who was admitted for recurrent pneumothorax that was consistent with her menstrual cycle. She had received a gonadotropin-releasing hormone (GnRH) analogue injection and tibolone to prevent menopausal symptoms such as hot flashes for the past 2 years and had no recurrent pneumothorax. A 22-year-old woman arrived at the hospital with hemoptysis during menstruation, which had been occurring for the past 5 months, and chronic iron deficiency anemia. After one GnRH analogue injection per month, the hemoptysis and anemia resolved. Catamenial pneumothorax is a rare occurrence with ectopic endometriosis. Diagnosis and management are extremely crucial and difficult for the gynecologist. Our data provide an aid for managing patients with catamenial pneumothorax. doi: http://dx.doi.org/10.4021/jmc979w
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".