Age of Onset of Affective Illness
Bibliographic record
Abstract
The age of onset of affective illness as measured by the initial psychiatric consultation for four affective subtypes was evaluated. Bipolar I (mean age = 28.00) and cyclothymics (mean age = 27.58) sought psychiatric consultation for their affective symptoms significantly earlier than unipolar patients (mean age = 34.69). Bipolar II patients (mean age = 31.54) sought psychiatric consultation at an age intermediate between bipolar I and unipolar patients. Male bipolar II patients sought psychiatric treatment significantly later than female bipolar II patients and there was a nonsignificant trend toward male cyclothymics initially seeking treatment later than female cyclothymics. In all, the range of age of onset for the four affective subtypes was quite wide suggesting that a patient was at risk for developing an affective disorder at any time from adolescence to the geriatric age range.
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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 | 0.002 | 0.001 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".