Diurnal Rhythms of Plasma Cortisol, Beta-Endorphin and Prolactin, and Cerebrospinal Fluid Amine Metabolite Levels before Suicide
Bibliographic record
Abstract
There are indications to suggest a relationship between low levels of 5-hydroxy-indoleacetic acid (5HIAA) in the cerebrospinal fluid and suicidal behavior. Many depressed patients show an elevated cortisol secretion. As beta-endorphin is derived from the same precursor as ACTH, it is expected that plasma beta-endorphin levels will also rise in depressed patients. We report here a case of severe depression with diurnal variation who showed low CSF 5HIAA prior to his suicide. In contrast, his catecholamine metabolites were 50% above the mean values of other depressed patients. Hormonal measurements, however, showed low cortisol, prolactin and beta-endorphin levels.
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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) | 0.001 | 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".