Eunuchs in Contemporary Society: Expectations, Consequences, and Adjustments to Castration (Part II)
Bibliographic record
Abstract
INTRODUCTION: There are men in the Western world who are voluntarily castrated and are not male-to-female transsexuals. AIMS: We surveyed members of this group to understand their responses to androgen deprivation (AD) and how their experiences matched their expectations of AD. METHODS: We posted a questionnaire on the Eunuch Archive (http://www.eunuch.org) that received responses from 92 voluntarily orchiectomized males who identified as eunuchs. Data from this questionnaire were supplemented with interviews with 19 of the eunuchs. MAIN OUTCOME MEASURES: Participants completed questionnaire items regarding: (i) the side effects they expected and experienced; (ii) their current physical and psychological condition; (iii) their level of regret; (iv) what they appreciated most about their castrated status; and (v) who performed their orchiectomies. RESULTS: The most appreciated aspect of castration was the sense of control over sexual urges and appetite (52%). The major side effects experienced were loss of libido (66%), hot flashes (63%), and genital shrinkage (55%). The population had high self-rated sociability, and mental and physical health. Although there was an insignificant reduction in depression after castration, the overall level of self-reported obsessive-compulsive disorders decreased significantly (P < 0.01). Twenty-two percent of the population reported a change in sexual orientation. Many respondents (60%) took supplemental hormone treatments to counteract the side effects of AD. The use of both supplemental testosterone and high-dose estrogen correlated with a significant increase in self-reported sexual desire and activity above the agonadal level (P < 0.001). The majority of the castrations (53%) were not performed by medical professionals. CONCLUSION: The medical community needs to be aware of men at risk of unsafe castrations in order to provide them with more information on the side effects of AD and access to safe orchiectomies.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".