Spontaneous adrenal haemorrhage in pregnancy: Figure 1
Bibliographic record
Abstract
The authors present a case of spontaneous adrenal haemorrhage, in a 28-year-old woman at 36 weeks of a twin pregnancy. Initial symptom was sudden onset chest pain which soon migrated to abdomen, accompanied by hypovolaemic shock and fetal bradycardia. Subsequent caesarean section for suspected placental abruption and resuscitation with nine units of blood, 10 of cryoprecipitate, four of fresh frozen plasma and two of platelets, in order to treat anaemia of Hgb of 3.6 g/dl and disseminated intravascular coagulation, failed to stabilise the woman. A CT scan of abdomen and pelvis then revealed a 15×17×17 cm retroperitoneal haematoma, secondary to right adrenal haemorrhage. Management was with laparotomy drainage and packing of the retroperitoneal haematoma along with the use of activated factor VII. Adrenal haemorrhage in pregnancy is an extremely rare, acute, life-threatening condition, presenting with non-specific symptoms.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.004 |
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".