{"rank":null,"reference":false,"run_id":"834832fc4538","task":"clinicalqa@0","model":{"id":"alibaba/qwen3.8-27b","slug":"alibaba/qwen3.8-27b","name":"Qwen3.8 27B","type":"llm","developer":"Alibaba"},"tier":"baseline","metric":{"name":"accuracy","value":0.8985645933014355,"ci_low":0.8813397129186603,"ci_high":0.9158133971291865},"n":1045,"parse_rate":0.9952153110047847,"cost_usd":4.96787826,"eval_date":"2026-10-29","url":"https://medbench.kr/r/834832fc4538","status":"done","listed":true,"current_spec":true,"metrics":{"accuracy":{"value":0.8985645933014355,"ci_low":0.8813397129186603,"ci_high":0.9158133971291865,"n":1045,"n_unparsed":5},"parse_rate":0.9952153110047847,"error_rate":0.0,"by_category":{"Allergy and Immunology":{"value":0.8888888888888888,"n":36},"Cardiology":{"value":0.9438202247191011,"n":89},"Dermatology":{"value":0.9166666666666666,"n":12},"Emergency Medicine":{"value":0.96875,"n":32},"Endocrinology":{"value":0.8529411764705882,"n":68},"Endocrinology, metabolic, and nutritional disorders":{"value":1.0,"n":1},"Forensic Medicine":{"value":1.0,"n":1},"Gastroenterology":{"value":0.9107142857142857,"n":112},"General Surgery":{"value":0.9482758620689655,"n":58},"Geriatric Medicine":{"value":1.0,"n":1},"Gynecology":{"value":0.7857142857142857,"n":70},"Hematology and Oncology":{"value":0.9791666666666666,"n":48},"Infectious Diseases":{"value":0.8269230769230769,"n":52},"Musculoskeletal (e.g., costochondritis)":{"value":1.0,"n":1},"Nephrology":{"value":0.8468468468468469,"n":111},"Neurology / Neurosurgery":{"value":0.9387755102040817,"n":49},"Obstetrics":{"value":0.7777777777777778,"n":18},"Ophthalmology":{"value":1.0,"n":1},"Orthopedic Surgery":{"value":0.9583333333333334,"n":24},"Otolaryngology":{"value":1.0,"n":14},"Otolaryngology (ENT)":{"value":0.9285714285714286,"n":14},"Pediatrics":{"value":0.9285714285714286,"n":56},"Pharmacology":{"value":1.0,"n":1},"Psychiatry":{"value":0.8666666666666667,"n":45},"Pulmonology (Respiratory Medicine)":{"value":0.9384615384615385,"n":65},"Radiology":{"value":1.0,"n":1},"Rheumatology":{"value":0.9183673469387755,"n":49},"Urology":{"value":0.8461538461538461,"n":13},"Vascular Surgery":{"value":1.0,"n":2},"nan":{"value":0.0,"n":1}}},"config":{"max_tokens":16384,"prompt":"clinicalqa-p0","temperature":0},"run_key":"95988ad1e43a5d9c91fd0967131a476f49b7d182ee7beb462031c754622db5ee","harness_version":"p0.1","task_spec_hash":"77e37cd0ca6bded7fba03792ec1922342b3f6a7dc3ce602881ce196e6aa7377c","model_id":"alibaba/qwen3.8-27b","tokens_in":419053,"tokens_out":1597292,"dataset":{"slug":"clinicalqa","title":"ClinicalQA: Korean Medical Knowledge QA Benchmark","license":"CC BY 4.0 (upstream Apache-2.0)","license_url":"https://creativecommons.org/licenses/by/4.0/","citation":"SNUH-HARI. ClinicalQA: Korean Medical Knowledge QA Benchmark. Seoul National University Hospital Healthcare AI Research Institute, 2025. doi:10.23421/2026.0800"},"predictions_url":"https://medbench.kr/artifacts/834832fc4538/predictions.parquet","bibtex":"@misc{medbench_834832fc4538,\n  title = {Qwen3.8 27B on Korean clinical knowledge (KMLE-level MCQ) (clinicalqa@0)},\n  author = {{medbench.kr}},\n  year = {2026},\n  howpublished = {\\url{https://medbench.kr/r/834832fc4538}},\n  note = {Evaluated 2026-10-29, harness p0.1, run key 95988ad1e43a}\n}"}