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RESEARCH & EVIDENCE

MedTalk AI Research & Validation

Evidence over marketing: what MedTalk measures, how, and where the published studies live.

13

evidence areas tracked

3

published studies

12

evaluation criteria per report

Evidence over marketing

MedTalk maintains evidence across transcription quality, documentation accuracy, omission and hallucination rates, speaker attribution, clinical terminology, note completeness, specialty performance, multilingual performance, workflow time savings, usability, safety incidents and model regression.

Evidence areas

Transcription quality

Documentation accuracy

Omission rates

Hallucination rates

Speaker attribution

Clinical terminology

Note completeness

Specialty performance

Multilingual performance

Workflow time savings

Usability

Safety incidents

Model regression

PUBLISHED

Published studies

MedTalk Facts & Evidence

The single canonical source for MedTalk's verified accuracy, integration, usage and time-saving claims.

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Clinical Documentation Accuracy Report 2026

Comparative assessment across 5 domains and 12 evaluation criteria.

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Specialist Clinical Documentation Report 2026

Specialist documentation assessment across Psychiatry, Oncology and Geriatrics.

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AI Clinical Documentation Benchmark 2026

Benchmark comparison across 20 synthetic consultations and 7 clinical categories.

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Methodology standard

Every published performance claim states its metric, population, sample size, method, comparator, date and limitations. Quantitative claims across MedTalk pages are reconciled into one evidence-backed claim set.
WHAT THIS SUPPORTS

What this evidence supports

Clinical AI

The flagship conceptual map this evidence substantiates.

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AI Safety

The principles and evaluation areas this evidence is measured against.

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AI Models

The model layers this evidence evaluates.

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Contact

Clinical Governance: legal@medtalk.co

General enquiries: support@medtalk.co

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