Synthetic data only. Never enter patient information; nothing is sent or stored. For clinicians. Not FDA cleared.

CPE-006 · synthetic case TESTO-FX-20

Two samples that disagree

280 ng/dL, then 410 ng/dL.

Synthetic · no real patientAuthored by Biod · reviewed by Dr. AmaralTestosterone engine v1.0.0

Purpose: 280 ng/dL, then 410 ng/dL.

Inputs the engine received

Testosterone and hormones

Total testosterone, sample 1
280 ng/dL
Total testosterone, sample 2 (separate day)
410 ng/dL

Symptoms and findings

Age
47 years
Fatigue
Yes

What the engine reports

Detected clinical pattern

Low Testosterone on One Sample — Confirmation Needed

A single low value is not enough. Repeat a fasting morning sample.

Why this pattern was identified

  • Low total testosterone, not confirmed. 280 ng/dL is below 300 ng/dL (AUA); second sample 410 ng/dL is not low. Confirmation on a separate fasting morning sample is required before it is acted on.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Repeat a fasting morning total testosterone on a separate day.Endocrine Society 2018; AUA 2018.

Missing information

  • LH and FSH (to separate primary from secondary hypogonadism).
  • Prolactin.
  • SHBG (for calculated free testosterone).
Evidence and rule trace · 2 rules

HG-02One low testosterone result, not yet confirmed

Inputs: total testosterone 280 ng/dL · second sample 410 ng/dL is not low

Low total testosterone on a single sample: confirmation is required.

HG-MISS-01Information needed to classify

Inputs: low testosterone · LH missing

Type of hypogonadism cannot be classified without gonadotropins and prolactin.

Evidence

  • EV-ES-TRT-2018 · Bhasin S, Brito JP, Cunningham GR, et al. Testosterone Therapy in Men With Hypogonadism: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab. 2018;103(5):1715-1744.
  • EV-AUA-2018 · Mulhall JP, Trost LW, Brannigan RE, et al. Evaluation and Management of Testosterone Deficiency: AUA Guideline. J Urol. 2018;200(2):423-432.

Physician adjudication required. Clinical decision support for physician review. This output identifies laboratory patterns and cautions. It does not diagnose, find the cause, or recommend starting, stopping or dosing testosterone therapy. Physician adjudication is required.

Change the values

The same engine, starting from this case. Change any value and watch the pattern and the rule trace react.

Against typical adult male reference intervals

Total testosterone (sample 1)280 ng/dL · below reference
ref 3001000
Testosterone and hormones
  • <264
  • 264–299
  • 300–350 borderline
  • >350

4.3 g/dL is assumed when left empty.

Symptoms and findings
Possible reversible contributors
Testosterone therapy context

Live result · computed in your browser

Detected clinical pattern

Low Testosterone on One Sample — Confirmation Needed

A single low value is not enough. Repeat a fasting morning sample.

Why this pattern was identified

  • Low total testosterone, not confirmed. 280 ng/dL is below 300 ng/dL (AUA); second sample 410 ng/dL is not low. Confirmation on a separate fasting morning sample is required before it is acted on.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Repeat a fasting morning total testosterone on a separate day.Endocrine Society 2018; AUA 2018.

Missing information

  • LH and FSH (to separate primary from secondary hypogonadism).
  • Prolactin.
  • SHBG (for calculated free testosterone).
Evidence and rule trace · 2 rules

HG-02One low testosterone result, not yet confirmed

Inputs: total testosterone 280 ng/dL · second sample 410 ng/dL is not low

Low total testosterone on a single sample: confirmation is required.

HG-MISS-01Information needed to classify

Inputs: low testosterone · LH missing

Type of hypogonadism cannot be classified without gonadotropins and prolactin.

Evidence

  • EV-ES-TRT-2018 · Bhasin S, Brito JP, Cunningham GR, et al. Testosterone Therapy in Men With Hypogonadism: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab. 2018;103(5):1715-1744.
  • EV-AUA-2018 · Mulhall JP, Trost LW, Brannigan RE, et al. Evaluation and Management of Testosterone Deficiency: AUA Guideline. J Urol. 2018;200(2):423-432.

Physician adjudication required. Clinical decision support for physician review. This output identifies laboratory patterns and cautions. It does not diagnose, find the cause, or recommend starting, stopping or dosing testosterone therapy. Physician adjudication is required.

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