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Sample Causal Driver Audit.

A sanitized example of what a coach receives: Driver Cards with effect, interval, evidence state, decision license, caveats, and next-data guidance.

Synthetic athlete. This page uses fictional, sanitized values to show the audit contract. It is not a testimonial, medical advice, or a guarantee of performance change.
AthleteSynthetic athlete S-204
SportEndurance / hybrid
Input window16 weeks
PurposeCoach decision support
Sleep duration -> CMJ height
ADVISE

More sleep is licensed as a cautious lever for jump readiness.

In this sample, longer sleep before testing is associated with higher CMJ height after accounting for load and soreness. The coach can use it, but the interval and caveats travel with the recommendation.

effect+1.8 cm
95% CI+0.6..+3.0
eventsn=16
HRV -> threshold power
BORROW

The cohort prior is usable, but it is not this athlete's own effect.

This sample athlete does not have enough repeatable threshold tests for a personal estimate. A comparable-athlete prior can guide observation, explicitly flagged as borrowed prior evidence.

own effectnot estimated
cohort prior+5 W
prediction-2..+12 W
Soreness -> benchmark pace
WITHHOLD

The interval crosses zero, so the audit withholds the claim.

The pattern looks directionally plausible, but the robust interval still overlaps no effect. The correct output is not a weaker recommendation; it is a no-claim state.

effect-0.4 sec/km
95% CI-1.6..+0.8
eventsn=14
Skin-temperature deviation -> repeat sprint drop-off
DECLINE

INSUFFICIENT data is returned as the answer.

There are not enough repeatable outcome events to estimate this relationship. AthDash declines rather than filling the gap with an effect direction.

effectnot estimated
coverage3 / 8 events
licenseDECLINE