Babels.AI

Surgical malpractice forecasting

Forecasts of paid surgical malpractice claims from National Practitioner Data Bank reports: when a claim pays, how much, and what trial adds.

Surgical Claims ForecasterWhen a surgical malpractice claim is likely to be paid, how much, and whether trial is worth the risk. Trained on NPDB payment reports, backtested on unseen years.Open the tool →

Key terms

  • National Practitioner Data Bank (NPDB)

    The National Practitioner Data Bank is a federal repository of medical malpractice payments and adverse actions against U.S. health care practitioners, with a de-identified public use file.

  • Survival analysis (time-to-event modeling)

    Survival analysis models how long until an event happens, while correctly handling patients whose follow-up ends before the event (censoring).

Research and educational tools. Not for clinical decision-making.