Summarize patient care journeys across encounters into concise clinical pathway narratives with key milestones, transitions, and outcome tracking. Use when reviewing longitudinal patient records, preparing care coordination summaries, generating transition-of-care documents, or analyzing patient journeys across multiple providers and settings.
Synthesize longitudinal patient records spanning multiple encounters, providers, and care settings into concise, clinically actionable pathway summaries. This skill traces the patient journey from initial presentation through diagnosis, treatment, and outcomes — highlighting key decision points, care transitions, complications, and adherence to evidence-based protocols.
When to Use
Preparing transition-of-care or handoff summaries
Reviewing patient journeys for care coordination meetings
Generating case summaries for utilization review or peer review
Analyzing treatment trajectories for quality improvement
Building patient timeline visualizations for clinical dashboards
Supporting continuity of care across provider changes
Required Inputs
Input
Description
Format
Patient encounter history
Chronological list of encounters with notes
相關技能
Array of encounter objects
Problem list
Active and resolved conditions
ICD-10 coded list
Medication history
Current and historical medications
RxNorm-coded list with dates
Care setting context
Primary care, specialty, hospital, post-acute
Enum string
Summary purpose
Handoff, UR, quality review, patient-facing
Enum string
Methodology
Step 1: Temporal Encounter Mapping
Order all encounters chronologically
Classify each encounter by type: ambulatory, inpatient, ED, observation, post-acute, telehealth
Identify care episodes by grouping related encounters (e.g., surgery then post-op visits then rehab)
Map care transitions: setting changes, provider handoffs, level-of-care changes
Step 2: Clinical Thread Extraction
For each active problem, trace its thread through the encounter history:
Onset/Presentation: When and how the condition first appeared
Patient-facing: Plain language, key dates, action items, medication list
Output Specification
The structured output includes:
patient_identifier: MRN or de-identified ID
summary_period: start date and end date
encounter_timeline: total_encounters, by_type (inpatient, outpatient, ed, telehealth), care_episodes (episode_id, primary_condition with description and icd10, encounters with date/type/provider/setting/key_actions, status as active/resolved/ongoing)