def observation_from_z_score(z_score: float, mean: float, sd: float) -> float:
    """Get the observation value from a given Z score. Percentiles must be between 0.0002 and 0.9998. Mean and standard deviation must also be provided. Returns the observation as a float."""
    return (z_score * sd) + mean