How it was built
- The approach
Every load-bearing number comes from a named guideline, trial, meta-analysis or regulatory document, with the evidence dots reflecting study design, size and replication. Figures are group averages; individuals vary widely. Doses and thresholds are typical adult figures from the literature, not instructions.
- The key sources
Diagnosis, thresholds & monitoring: the Endocrine Society and AUA testosterone-deficiency guidelines. Cardiovascular safety: the TRAVERSE trial. Fat loss & testosterone: the Corona and Ken-Dror weight-loss meta-analyses. The training 'spike': the West, Phillips and Morton studies on hormones and hypertrophy. Sleep: the sleep-restriction and CPAP literature. TRT & fertility: the WHO male-contraception trials and Liu's spermatogenic-recovery analysis; the clomiphene/enclomiphene and hCG fertility-sparing literature. Estradiol: the aromatase-inhibitor trials in men.