Final answer:
The incorrect statement about penicillins is that naturally produced penicillins are broad-spectrum, as they primarily target gram-positive bacteria, not all Gram-positive and many Gram-negative bacteria.
Step-by-step explanation:
The statement about penicillins that is incorrect is 4) The penicillins produced naturally by the mold P. chrysogenum are broad-spectrum, effective against all Gram-positive and many Gram-negative bacteria.
Natural penicillins like penicillin G and penicillin V are primarily active against gram-positive bacteria and only a few gram-negative bacteria. By contrast, semisynthetic modifications of penicillins have allowed for broad-spectrum activity against a wider range of gram-negative bacteria.