In practical terms, leveraging both conventional metrics (e.g., extreme PTH/ALP elevations, hypocalcemia) and newer markers (e.g., P1NP, TRAP-5b) within an interpretive scoring system may further facilitate clinicians to pinpoint truly high-risk patients before they develop severe hypocalcemia [21,23,86,89]. Here, PTH is linked to Hypocalcemia.