Many calculators use broad assumptions—injury severity, generic categories of damages, and simplified “inputs.” In real Baltimore medical negligence claims, those inputs can be incomplete or misleading because the dispute often centers on details like:
- Documentation quality in the chart (timing of notes, vitals, nursing observations, and clinical reasoning)
- Whether the standard of care was met for the specific presentation and risk factors
- Causation conflicts—for example, when a patient has multiple conditions and the defense argues an unrelated progression
- Proof of preventability—what a competent provider would have done differently in the moment
In practice, insurers and defense counsel commonly focus on the same theme: even if a patient was harmed, they argue the harm wasn’t caused by negligence. That’s the part that calculators can’t truly measure.


