[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-251ff195eff23ce9a03fdb42","output_id":"c8b9158c306a9911a4d96314f0143f80e0856cfc810dee4c64131bc582d5883c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-251ff195eff23ce9a03fdb42","output_id":"c8b9158c306a9911a4d96314f0143f80e0856cfc810dee4c64131bc582d5883c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"requirements_text\",\"quote\":\"Declared Athletic Training MS\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Students are expected to be declared Athletic Training MS students.\"}],\"search_phrases\":[\"athletic training informatics\",\"healthcare quality improvement\",\"clinical information systems\",\"health data ethics\",\"cost and value models\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Assess and analyze health-related data for evidence-based practice, revenue models, practice management, and patient outcomes.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Compare and contrast the advantages and disadvantages of various clinical information systems used in professional practice.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Compare and contrast advantages and disadvantages of clinical information systems.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Apply the principles of quality improvement to address a specific issue in an athletic training health care setting.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Apply quality improvement principles to address specific issues in athletic training settings.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create a proposal for the adoption of a health-related technology, application, or system for clinical practice across an organization.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Create proposals for adopting health-related technologies or systems for clinical practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"title\",\"quote\":\"HEALTHCARE INFORMATICS AND QUALITY IMPROVEMENT IN ATHLETIC TRAINING\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"health informatics and quality improvement for applications in contemporary athletic training practice\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"This course applies health informatics and quality improvement principles to athletic training practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"principles of health informatics and quality improvement\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Principles of health informatics and quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data, technology, healthcare information management\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Ethical use of data, technology, and healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement, measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Fundamentals of quality improvement, measuring improvement, and cost/value models\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-251ff195eff23ce9a03fdb42","output_id":"c8b9158c306a9911a4d96314f0143f80e0856cfc810dee4c64131bc582d5883c","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-251ff195eff23ce9a03fdb42","output_id":"c8b9158c306a9911a4d96314f0143f80e0856cfc810dee4c64131bc582d5883c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b251dea444019ad21895b0195fd68c61b7db7482461c096e8e341e15d5b5c00d\",\"course_id\":\"KINES 673\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"KINES 673\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.81 GPA, 92.3% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.81 GPA, 100.0% A/AB (n=13 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e80358c7dbfdc84ed0c96b93b0e4cff60b525bd0208edf5977da0694fc760a53","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e80358c7dbfdc84ed0c96b93b0e4cff60b525bd0208edf5977da0694fc760a53","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"athletic training informatics\",\"healthcare quality improvement\",\"clinical information systems\",\"health data ethics\",\"cost and value models\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Assess and analyze health-related data for evidence-based practice, revenue models, practice management, and patient outcomes.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Compare and contrast the advantages and disadvantages of various clinical information systems used in professional practice.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Compare and contrast advantages and disadvantages of clinical information systems.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Apply the principles of quality improvement to address a specific issue in an athletic training health care setting.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Apply quality improvement principles to address specific issues in athletic training settings.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create a proposal for the adoption of a health-related technology, application, or system for clinical practice across an organization.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Create proposals for adopting health-related technologies or systems for clinical practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"title\",\"quote\":\"HEALTHCARE INFORMATICS AND QUALITY IMPROVEMENT IN ATHLETIC TRAINING\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"Explores the principles of health informatics and quality improvement for applications in contemporary athletic training practice. Content includes ethical use of data, technology, healthcare information management, fundamentals of quality improvement, measuring improvement, cost and value models, and the history of quality improvement in healthcare.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Healthcare Informatics and Quality Improvement in Athletic Training covers health informatics principles, ethical data use, clinical information systems, quality improvement fundamentals, and cost-value models for athletic training practice\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"principles of health informatics and quality improvement\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Principles of health informatics and quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data, technology, healthcare information management\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Ethical use of data, technology, and healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement, measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Fundamentals of quality improvement, measuring improvement, and cost/value models\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e80358c7dbfdc84ed0c96b93b0e4cff60b525bd0208edf5977da0694fc760a53","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e80358c7dbfdc84ed0c96b93b0e4cff60b525bd0208edf5977da0694fc760a53","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b251dea444019ad21895b0195fd68c61b7db7482461c096e8e341e15d5b5c00d\",\"course_id\":\"KINES 673\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"KINES 673\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.81 GPA, 92.3% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.81 GPA, 100.0% A/AB (n=13 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"00ce21ad18648e58b50842caac8694c69c9d714328fa6997d0bed946f1977522","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Declared Athletic Training MS' is a program status, not a specific course ID in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"00ce21ad18648e58b50842caac8694c69c9d714328fa6997d0bed946f1977522","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"health informatics athletic training\",\"quality improvement healthcare data\",\"athletic training informatics ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data\"}],\"text\":\"Ethical use of data\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"healthcare information management\"}],\"text\":\"Healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement\"}],\"text\":\"Fundamentals of quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement\"}],\"text\":\"Measuring improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"cost and value models\"}],\"text\":\"Cost and value models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"Explores the principles of health informatics and quality improvement for applications in contemporary athletic training practice.\"}],\"text\":\"Explores health informatics and quality improvement principles for athletic training practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"health informatics\"}],\"text\":\"Health informatics\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"quality improvement\"}],\"text\":\"Quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"00ce21ad18648e58b50842caac8694c69c9d714328fa6997d0bed946f1977522","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2fc6f979566d5074224c239089262da21b6bc59cbad11647b44489f0538c2b53","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Declared Athletic Training MS' is a program status, not a specific course ID in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2fc6f979566d5074224c239089262da21b6bc59cbad11647b44489f0538c2b53","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"health informatics athletic training\",\"quality improvement healthcare data\",\"athletic training informatics ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data\"}],\"text\":\"Ethical use of data\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"healthcare information management\"}],\"text\":\"Healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement\"}],\"text\":\"Fundamentals of quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement\"}],\"text\":\"Measuring improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"cost and value models\"}],\"text\":\"Cost and value models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"Explores the principles of health informatics and quality improvement for applications in contemporary athletic training practice.\"}],\"text\":\"Explores health informatics and quality improvement principles for athletic training practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"health informatics\"}],\"text\":\"Health informatics\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"quality improvement\"}],\"text\":\"Quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2fc6f979566d5074224c239089262da21b6bc59cbad11647b44489f0538c2b53","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"5bf7a5f8e113bb1c224dacc7e1e71ce0107439ab5d1faae403428b782fcdedb9","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"5bf7a5f8e113bb1c224dacc7e1e71ce0107439ab5d1faae403428b782fcdedb9","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"athletic training informatics\",\"healthcare quality improvement\",\"clinical information systems\",\"health data ethics\",\"cost and value models\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Assess and analyze health-related data for evidence-based practice, revenue models, practice management, and patient outcomes.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Compare and contrast the advantages and disadvantages of various clinical information systems used in professional practice.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Compare and contrast advantages and disadvantages of clinical information systems.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Apply the principles of quality improvement to address a specific issue in an athletic training health care setting.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Apply quality improvement principles to address specific issues in athletic training settings.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create a proposal for the adoption of a health-related technology, application, or system for clinical practice across an organization.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Create proposals for adopting health-related technologies or systems for clinical practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"title\",\"quote\":\"HEALTHCARE INFORMATICS AND QUALITY IMPROVEMENT IN ATHLETIC TRAINING\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"Explores the principles of health informatics and quality improvement for applications in contemporary athletic training practice. Content includes ethical use of data, technology, healthcare information management, fundamentals of quality improvement, measuring improvement, cost and value models, and the history of quality improvement in healthcare.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Healthcare Informatics and Quality Improvement in Athletic Training covers health informatics principles, ethical data use, clinical information systems, quality improvement fundamentals, and cost-value models for athletic training practice\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"principles of health informatics and quality improvement\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Principles of health informatics and quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data, technology, healthcare information management\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Ethical use of data, technology, and healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement, measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Fundamentals of quality improvement, measuring improvement, and cost/value models\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-6556a505c10f448d98d02466","output_id":"5bf7a5f8e113bb1c224dacc7e1e71ce0107439ab5d1faae403428b782fcdedb9","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c96d71f5119b84bf1f3885b2296ed9ea87f8a7a4661de195c1651c1f197fce83","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Declared Athletic Training MS' is a program status, not a specific course ID in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c96d71f5119b84bf1f3885b2296ed9ea87f8a7a4661de195c1651c1f197fce83","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"health informatics athletic training\",\"quality improvement healthcare data\",\"athletic training informatics ethics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data\"}],\"text\":\"Ethical use of data\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"healthcare information management\"}],\"text\":\"Healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement\"}],\"text\":\"Fundamentals of quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement\"}],\"text\":\"Measuring improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"cost and value models\"}],\"text\":\"Cost and value models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"Explores the principles of health informatics and quality improvement for applications in contemporary athletic training practice.\"}],\"text\":\"Explores health informatics and quality improvement principles for athletic training practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"health informatics\"}],\"text\":\"Health informatics\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"quality improvement\"}],\"text\":\"Quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c96d71f5119b84bf1f3885b2296ed9ea87f8a7a4661de195c1651c1f197fce83","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"b36e696fe95d97151a7c62566162f1c1e3765c77e095b2d38df7da170d9b6dc6","record_version_id":"98ea6b68f8678d388f2d5a7309adbe048b9a9c9171d63f10a9f1035b0f2671c2","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c96d71f5119b84bf1f3885b2296ed9ea87f8a7a4661de195c1651c1f197fce83","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d66c56bca7970dda584ec493893f639ff753b91cab6047e83fbba9bd7653d49e\",\"course_id\":\"KINES 673\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b91f754c8a9131b647aec366\",\"message\":\"No course-specific reviews available\",\"name\":\"David Bell\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2679414\",\"summary\":[{\"citations\":[{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.81 GPA, 100.0% A/AB (n=13 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.81 GPA, 92.3% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Fall 2025: 3.81 GPA, 100.0% A/AB (n=13 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"KINES 673\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"source_record\":{\"entity_id\":\"af403627-d116-3c58-a1f0-8abacd26391c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"DAVID BELL is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-fc2f4139852da814ca4c527c","output_id":"259e2f4f28e8504e9fa2c241614a3e247d19d484df66044c67c7c70b1037c507","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared Athletic Training MS\",\"course\":null,\"evidence\":\"Declared Athletic Training MS\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-fc2f4139852da814ca4c527c","output_id":"259e2f4f28e8504e9fa2c241614a3e247d19d484df66044c67c7c70b1037c507","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"requirements_text\",\"quote\":\"Declared Athletic Training MS\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Students are expected to be declared Athletic Training MS students.\"}],\"search_phrases\":[\"athletic training informatics\",\"healthcare quality improvement\",\"clinical information systems\",\"health data ethics\",\"cost and value models\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Assess health related data in athletic training and analyze its role in evidence-based practice, revenue models, practice management, and patient outcomes.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Assess and analyze health-related data for evidence-based practice, revenue models, practice management, and patient outcomes.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Compare and contrast the advantages and disadvantages of various clinical information systems used in professional practice.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Compare and contrast advantages and disadvantages of clinical information systems.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Apply the principles of quality improvement to address a specific issue in an athletic training health care setting.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Apply quality improvement principles to address specific issues in athletic training settings.\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create a proposal for the adoption of a health-related technology, application, or system for clinical practice across an organization.\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Create proposals for adopting health-related technologies or systems for clinical practice.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"title\",\"quote\":\"HEALTHCARE INFORMATICS AND QUALITY IMPROVEMENT IN ATHLETIC TRAINING\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"},{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"health informatics and quality improvement for applications in contemporary athletic training practice\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"This course applies health informatics and quality improvement principles to athletic training practice.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"principles of health informatics and quality improvement\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Principles of health informatics and quality improvement\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"ethical use of data, technology, healthcare information management\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Ethical use of data, technology, and healthcare information management\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"fundamentals of quality improvement, measuring improvement, cost and value models\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"Fundamentals of quality improvement, measuring improvement, and cost/value models\"},{\"evidence\":[{\"course_id\":\"KINES 673\",\"field\":\"description\",\"quote\":\"history of quality improvement in healthcare\",\"source_url\":\"https://guide.wisc.edu/courses/kines/\"}],\"text\":\"History of quality improvement in healthcare\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_c369330f8f3d424339a70b47","course_id":"KINES 673","catalog_version_id":"1f3d93fe58f1a194b899d28e4ebb88f5f71ff4ed41c31a8536f80c502e419c11","record_version_id":"9dab3559e2ee39021073b9118daa8d92bd8ca503a0ce305a0a77ce34c14907f4","job_id":"enrich-fc2f4139852da814ca4c527c","output_id":"259e2f4f28e8504e9fa2c241614a3e247d19d484df66044c67c7c70b1037c507","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false}]