An Uncommon Instance of Tubal Pregnancy With a Vital Fetus at the Thirteenth Week of Gestation
Bibliographic record
Abstract
Ectopic pregnancy, characterized by the aberrant implantation of blastocysts outside the uterine endometrial lining, typically occurs within the fallopian tube. Clinical presentation of tubal pregnancy ranges from asymptomatic cases to a spectrum of symptoms, including amenorrhea, pelvic pain, vaginal bleeding, and, critically, hemorrhagic shock resulting from tubal rupture. Utilizing serum beta-human chorionic gonadotropin levels and ultrasound examinations is pivotal in confirming the diagnosis. Diagnosing tubal pregnancy during the first trimester is feasible and crucial to prevent rupture, yet reports of fatal cases persist due to delays in diagnosis or misdiagnosis. This paper presents a unique case of an advanced tubal pregnancy at 13 weeks of gestation, featuring a viable fetus. This case underscores the importance of timely and accurate diagnosis to avoid life-threatening complications. It highlights the critical need for heightened medical vigilance and continuous education among healthcare professionals in managing ectopic pregnancies effectively.
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 | 0.000 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| 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".