Doge
4 articles
What Billing Patterns Actually Look Like - Too Early To Say
An evidence-labeled guide to Medicaid billing features, label contamination, proxy bias, and article-reported provider comparisons under reconciliation.
What 238 Million Medicaid Billing Rows Can Support - Too Early To Say
The HHS Medicaid provider-spending artifact has 238,015,729 rows and seven columns. A guide to valid uses, suppression, and missing context.
Can a Classifier Find What Investigators Miss? - Too Early To Say
An evidence-labeled guide to temporal validation, interpretable baselines, and article-reported Medicaid fraud-classifier metrics under reconciliation.
The Label That Isn't: Why "Excluded" Doesn't Mean "Fraudulent" - Too Early To Say
An article-reported audit of LEIE exclusions and why the federal list is a contaminated fraud label; the 40% category share is not publicly reproduced.