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Published July 17, 2026 · Updated August 11, 2026

Clinical Logs Are Now Full Encounter Records

2 min read

Clinical logs in the REST API are full encounter records, not just hours. Progress KPIs educators already trust are available for SIS and warehouse sync.

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  1. Clinical logs are more than hours
  2. Progress without rebuilding the math
  3. Keep HealthTasks as the system of record
  4. Get started

When we introduced the HealthTasks REST API, clinical logs were already available to connected systems. What most programs still could not move cleanly was the full encounter record educators already review in product, or the progress numbers leadership already trusts.

That gap is closed.

Clinical logs are more than hours

A clinical log is not a timesheet. It is the encounter: who was there, what happened, which skills were performed, and how the shift was documented.

The REST API now returns that fuller picture. Programs can pull approved logs with patient and setting context, ICD, CPT, and medication fields from the template, per-encounter notes and AI summaries, skill totals, verified times, and feedback, alongside the student, preceptor, classroom, and site.

Medications follow the same coded pattern as ICD (diagnosis) and CPT (procedure) fields: RxNorm RxCUI values under medications_administered, plus resolved drug names and classes (medications_given, medication_classes). Integrators can join and filter on codes without scraping free text.

In short, the same clinical evidence faculty already approve can land in a SIS, warehouse, or reporting tool without a spreadsheet middle step.

A light example of what comes back for a skill on an approved log:

{
  "name": "IM Injection",
  "ability_level": "performed",
  "count": 1
}

And for encounter context on a patient:

{
  "setting": ["Hospital"],
  "age_range": ["Adult (18-64 years)"],
  "icd_codes": ["J44.1", "I10"],
  "medications_administered": ["7052", "5489"],
  "medications_given": ["Morphine", "Hydrocodone"],
  "medication_classes": ["Opioid Agonist"]
}

Full field shapes live in the API docs.

Progress without rebuilding the math

Hours logged are only one signal. Programs also track progress toward hour requirements, skills completion, evaluation averages, and checkoff scores. Educators already see those KPIs in HealthTasks. Integrations often rebuilt them from raw events anyway.

Student and classroom analytics endpoints now expose those same rollups directly. Campus systems can sync progress the way the program already measures it.

{
  "total_hours": 86.5,
  "hours_percentage": 72.1,
  "skills_percentage": 64.0,
  "evaluation_score": 91.4,
  "checkoff_score": 88.2
}

That matters for Power BI, warehouse loads, and campus integration platforms. Leadership gets clinical progress next to the rest of institutional reporting, without asking IR to reverse-engineer competency math.

Keep HealthTasks as the system of record

Clinical education stays in HealthTasks. Connected tools consume encounter detail and progress KPIs through the same public OpenAPI used for placements, compliance, and evaluations.

That is the Open CEM idea applied to day-to-day clinical evidence: less export work, fewer parallel trackers, and a clearer path from the unit to institutional reporting.

Get started

Explore the docs, or reach out if you want to walk through how clinical logs and progress analytics fit your stack. play casino

  • API documentation
  • REST API overview
  • The Open CEM
  • Webhooks

Related

  • CEM BenchmarkCited clinical tracking and CEM software comparison
  • Clinical trackingLogs, hours, skills, evaluations
  • Clinical placementsSites, affiliations, scheduling
  • ResearchPublications on AI in clinical education

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