Evidence vs. outcome by condition
va_evidence_that_winsMEASURED evidence-vs-outcome data for one VA condition, from the full text of the public BVA archive (1.8M+ decisions): for each kind of evidence — a positive nexus opinion, a private physician letter/DBQ, buddy statements, service treatment records that document the condition (or are silent), a Board hearing, and how the Board read the record (credibility, benefit of the doubt, inadequate exam) — how often the issue was GRANTED when the record had it versus when it did not, with the raw fractions. Single-issue decisions only, so each evidence flag attaches to exactly one decided issue. Use this to say which missing evidence has historically mattered most and by how much; it is an association in appealed cases, not a prediction. Aggregate data only — no PII.
Args:
condition: VA condition keyword, e.g. 'ptsd', 'sleep apnea', 'back', 'knee', 'tinnitus'.
benefit: 'service_connection' (default), 'increased_rating', 'tdiu', 'effective_date', or 'all'.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| benefit | No | service_connection | |
| condition | Yes |