Clinical Feedback Template

A non-provisioned evaluation template that configures the AI feedback pipeline for clinical transcripts. Uses a 6-pass analysis architecture to score transcripts across multiple dimensions.

Analysis Passes

Pass	Weight	What it evaluates
Clinical Quality	35%	History taking, physical exam, differential diagnosis, diagnostic/treatment plan
Communication	25%	Rapport, active listening, explanations, shared decision making
Clinical Reasoning	20%	Diagnostic reasoning, data integration, risk stratification
Professionalism	15%	Documentation, time management, resource stewardship
Patient Safety	5%*	Red flags, safety checks, follow-up planning
Synthesis	—	Combines all passes into overall score and narrative

*Patient safety can override the overall rating if critical issues are found.

Setup

export LATTICE_URL=https://access.latticeruntime.com
export LATTICE_TOKEN=$(lattice tokens create)
./scripts/setup-evaluation-template.sh

Configuration

All parameters are mutable and can be overridden per evaluation run:

• provider: anthropic or openai
• model: e.g. claude-sonnet-4-5-20250929, gpt-4o
• temperature: 0.0-1.0 (default: 0.3 for consistent scoring)
• system_prompt: AI evaluator identity and principles
• context_prompt: Clinical setting and learner context
• analysis_passes: JSON array defining the scoring pipeline
• score_thresholds: Performance level classification rules
• validation_rules: Cross-pass consistency checks

Requirements

The server must have an AI provider API key set:

• ANTHROPIC_API_KEY for Claude models
• OPENAI_API_KEY for GPT models