{"slug":"tooluniverse-dose-response","source_name":"tooluniverse-dose-response","name":"Tooluniverse Dose Response","description":"Dose-response / concentration-response curve fitting — IC50, EC50, Hill slope, Emax/Emin efficacy, and relative potency from paired concentration vs response data (enzyme/cell assays, drug screening, agonist/antagonist pharmacology). Fits the 4-parameter logistic (Hill sigmoidal) model. Use when you have concentrations + responses and need a potency value, to compare two compounds' potency, or to judge curve quality. NOT for image-derived dose-response (use tooluniverse-image-analysis) and NOT f","version":1,"lift":{"pass_rate_delta_pts":21.74,"pass_rate_pct":26.1,"total_cases":23,"passed_cases":6,"tokens_delta_pct":52.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-28T07:50:41.591894+00:00"},"skill_score":0.2609,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":21.74,"with_pass_pct":26.1,"without_pass_pct":4.3,"tokens_delta_pct":52.7,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-28T07:50:41.591894+00:00","run_id":"2349402d-d654-44ce-8b31-849875365a74","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":"Apache-2.0","install_count":0,"manifest_hash":"0c1d32fb4bcb9fb95664ea44a0b81f07fb606dedc3dfd23b3248034cfb867f7e","raw_url":"https://app.decimal.ai/s/tooluniverse-dose-response/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tooluniverse-dose-response"}