Excessive Hypertension and Pulmonary Edema After Electroconvulsive Therapy
Bibliographic record
Abstract
A 53-year-old right-handed man was scheduled to receive 6 treatments of electroconvulsive therapy (ECT) for intractable depression. He was being treated for long-standing hypertension with nadolol and had no history of cardiopulmonary disease. Six months previously, he received 6 nondominant, unilateral ECT treatments. During each of these treatments, his blood pressure increased transiently to as high as 250/150, but he experienced no adverse consequence. He commenced the current course of ECT with well-controlled blood pressure (145/90). During his first bilateral treatment, his blood pressure rose to 280/160, and pulmonary edema ensued. Clinically evident pulmonary edema after ECT is an uncommon event that rarely has been described in the literature.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".