The Visit Starts in the Patient's Language
Placeholder: ambient scribe listens in from the very first spoken word.
- 9: Languages modeled (placeholder short caption)
- 3: Resource tiers (placeholder short caption)
- Ambient audio: Input mode (placeholder short caption)
- 2: Downstream steps (placeholder short caption)
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Speech-to-Text Accuracy Tracks Training Data Volume
Placeholder: word-level accuracy differs sharply by language resource level.
- ~97%: High-resource accuracy (placeholder short caption)
- ~88%: Medium-resource accuracy (placeholder short caption)
- ~76%: Low-resource accuracy (placeholder short caption)
- up to 18pt: Accent penalty (placeholder short caption)
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Clinical Vocabulary Capture Lags Behind Plain Speech
Placeholder: medical terms are harder to capture than everyday words.
- ~95%: High-resource term acc. (placeholder short caption)
- ~82%: Medium-resource term acc. (placeholder short caption)
- ~65%: Low-resource term acc. (placeholder short caption)
- widens downstream: Gap vs. transcription (placeholder short caption)
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Side-by-Side Accuracy Across Resource Tiers
Placeholder: the gap becomes visible once tiers sit side by side.
- ~96%: Best tier combined acc. (placeholder short caption)
- ~70%: Worst tier combined acc. (placeholder short caption)
- ~25pt: Tier spread (placeholder short caption)
- 9: Languages compared (placeholder short caption)
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Placeholder body text, short and generic for now.
Accuracy Disparities Raise Real Equity Concerns
Placeholder: lower accuracy means more physician review is needed.
- ≥90% combined: Standard review threshold (placeholder short caption)
- <90% combined: Enhanced review threshold (placeholder short caption)
- Lower-resource speakers: Populations affected (placeholder short caption)
- Targeted physician review: Mitigation (placeholder short caption)
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Placeholder highlight: equity requires monitoring accuracy per language.