MedError Interface v2.1.0

What's New

Error Taxonomy

• Rewrote taxonomy to the new 6-dimension schema: Annotation, Contextual, Linguistic, Logic, Output/Generation, and Other Error
• Two built-in presets: sub-class (fine-grained, ~35 leaf classes) and class level (23 mid-level classes)
• Updated LOW_F1_CLASSES to reflect the new taxonomy

LLM Analysis

• Fixed a bug where the LLM occasionally returned "False Positive" / "False Negative" as the error class instead of a taxonomy class name
• Added prompt-level guardrails and a response sanitizer that recovers the correct class from reasoning text when the LLM output is invalid

UI Improvements

• Inline error definition preview when hovering the override dropdown
• Renamed "Analysis Results" tab to "Upload Errors"
• concept_category now auto-defaults to the gold_standard value on load
• Example input download changed to CSV format
• Downloadable annotation guideline example added next to the guideline upload panel
• Black cat SVG favicon

Sample Data

• 26 realistic training/education examples covering 12 FP + 14 FN cases, 14 error classes, and 10 clinical concepts (JSON and CSV)
• Delirium annotation guideline example (YAML)

Download

Download index.html and open it directly in any browser — no install or server required.