BioinvestGPT ApS · Research use only
A glossary for interpreting BVCT results
Reading a BVCT result means knowing its comparator, endpoint and effect measure. BVCT reports a hazard ratio for time-to-event endpoints, or an odds ratio or Relative Ratio for binary endpoints, against a named standard of care, to one decimal place. The terms below define each measure and how the track record is counted.
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- Standard of care (SoC)
- The comparator selected for the research question: the established therapy for the disease, population, line of therapy, geography and period concerned. Name the actual comparator rather than relying on the abbreviation alone.
- Hazard ratio (HR)
- A comparison of event hazards over time between two arms. For a harmful event such as death, a value below 1 generally favors the intervention; the endpoint definition remains essential.
- Odds ratio (OR)
- The odds of an outcome in one arm divided by the odds in the other. It is not generally numerically equal to a Relative Ratio.
- Relative Ratio (RR)
- BVCT's term for the proportion of participants with a defined binary outcome in the intervention arm divided by that proportion in the comparator arm over a defined period; numerically, the risk ratio (relative risk). Whether a value above or below 1 favors the intervention depends on whether the event is beneficial, such as response, or harmful, such as relapse.
- 0.1 precision
- BVCT reports effect sizes to one decimal place (for example, an illustrative HR 0.6) rather than as qualitative labels. This is display resolution; measured prediction error is a separate quantity, discussed on the methodology page.
- Overall survival (OS)
- A time-to-event endpoint concerning death from any cause, with the starting point and analysis defined by the study.
- Progression-free survival (PFS)
- A time-to-event endpoint concerning progression or death under the trial's definitions. An improvement in PFS should not be assumed to establish an improvement in OS.
- Prospective (ex-ante) prediction
- A prediction made before the relevant outcome becomes known. Assess its timing against the first relevant public disclosure.
- Scored readout
- A reported trial result against which a BVCT prediction was adjudicated. Some predictions have more than one scored readout; BVCT's published track record counts each scored readout.
- Not adjudicable
- A readout that could not be scored as correct or incorrect under the published rule. It is listed on the dashboard but excluded from the accuracy, PPV and NPV denominators.
- Accuracy, PPV and NPV
- Classification measures with different denominators: correct calls among all adjudicated calls, correct calls among positive calls, and correct calls among negative calls. The evaluation page defines each one.
- Patient-data-free
- BVCT does not require patient records as input. It uses public scientific knowledge, such as knowledge graphs, literature and trial registries, which is distinct from private patient data.
- Virtual clinical trial
- In BVCT's product context, a computational comparison of modeled drug effects. Elsewhere the term can also mean remotely conducted human studies; identify which meaning is intended.