{"slug":"myceldigital-clinical-variation","source_name":"myceldigital/clinical-variation","name":"Myceldigital/Clinical Variation","description":"Identify unwarranted clinical variation across providers — treatment pattern differences not explained by patient case mix. Distinguish warranted variation (clinical complexity) from unwarranted variation (provider habit). The single highest-leverage quality and cost intervention in healthcare. Use quarterly or when outcomes differ unexpectedly across providers.","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":16.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T03:06:24.326773+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":90.9,"without_pass_pct":36.4,"tokens_delta_pct":16.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T03:06:24.326773+00:00","run_id":"7e5f9909-e3c4-49b9-bac0-bc9eff1657eb","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"8f4c88034350c3426dbdcfb6d5b696064f1811c9f494baea891610f33aa878ac","raw_url":"https://app.decimal.ai/s/myceldigital-clinical-variation/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/myceldigital-clinical-variation"}