[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8471e722407c29dfb783490fb9520de3615ce6b203660953443b278ee9bc80b2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8471e722407c29dfb783490fb9520de3615ce6b203660953443b278ee9bc80b2","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"requirements_text\",\"quote\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Declared in Doctor of Veterinary Medicine with second year standing\"}],\"search_phrases\":[\"veterinary epidemiology\",\"population problems in veterinary medicine\",\"disease outbreak investigation\",\"animal disease surveillance\",\"epidemiological study design\",\"causal inference in health outcomes\",\"bias and confounding in medical research\",\"diagnostic test interpretation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply the principles of causal inference to health-related outcomes\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Recognize the effects of bias, confounding and interaction on medical research\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Applying causal inference and recognizing bias, confounding, and interaction in medical research.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Measure and analyze patterns of health-related outcomes in populations\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease are presented\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Measuring and analyzing population health patterns and designing epidemiological studies.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Interpret diagnostic test results\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Communicate medical and scientific information to clients and the public.\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Interpreting diagnostic tests and communicating medical information to clients and the public.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO VETERINARY EPIDEMIOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Learn basic concepts and approaches to population problems in veterinary medicine. Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production and the design of epidemiological studies of the determinants of disease are presented.\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Introduction to veterinary epidemiology covering population problems, disease outbreak investigation, surveillance, and study design for determinants of disease.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Disease outbreak investigation and animal disease surveillance.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply the principles of causal inference to health-related outcomes\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Epidemiological study design and causal inference principles.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Recognize the effects of bias, confounding and interaction on medical research\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Evaluate the validity of medical information\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Bias, confounding, interaction, and evaluation of medical information validity.\"}]}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8471e722407c29dfb783490fb9520de3615ce6b203660953443b278ee9bc80b2","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8471e722407c29dfb783490fb9520de3615ce6b203660953443b278ee9bc80b2","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fc4e80bebc0cea26e2ae2f8fe9e8fe769dbec06355969f2a0ff870cf13b93150\",\"course_id\":\"PATH-BIO 512\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PATH-BIO 512\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"cedc05e8-652c-3b6f-9993-a19601839067\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PATH-BIO 512\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"cedc05e8-652c-3b6f-9993-a19601839067\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PATH-BIO 512\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"cedc05e8-652c-3b6f-9993-a19601839067\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.29 GPA, 59.1% A/AB (n=93 letter grades); Fall 2024: 3.72 GPA, 87.2% A/AB (n=94 letter grades); Fall 2025: 3.83 GPA, 93.3% A/AB (n=90 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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4e2cc24b5f96acc177e55088c4922029f3cd2e2133584b44f0fd8cfe2b0f5f66","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":512,\"minimum_grade\":null,\"subjects\":[\"PATH-BIO\"],\"timing\":\"unspecified\"},\"evidence\":\"PATH-BIO 512\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"id\":\"n2\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"n2\",\"status\":\"parsed\"}","error":"Node n0: evidence 'PATH-BIO 512' must quote an exact source substring.","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4e2cc24b5f96acc177e55088c4922029f3cd2e2133584b44f0fd8cfe2b0f5f66","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"veterinary epidemiology course\",\"animal disease surveillance methods\",\"veterinary medicine population health\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production and the design of epidemiological studies of the determinants of disease are presented.\"}],\"text\":\"Investigation of disease outbreaks and surveillance of animal disease and production\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease\"}],\"text\":\"Design of epidemiological studies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO VETERINARY EPIDEMIOLOGY\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Learn basic concepts and approaches to population problems in veterinary medicine.\"}],\"text\":\"Introduction to veterinary epidemiology covering basic concepts, disease outbreak investigation, and study design for population health problems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"population problems in veterinary medicine\"}],\"text\":\"Population problems in veterinary medicine\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"investigation of disease outbreaks\"}],\"text\":\"Disease outbreak investigation\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"surveillance of animal disease and production\"}],\"text\":\"Animal disease and production surveillance\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"determinants of disease\"}],\"text\":\"Determinants of disease\"}]}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4e2cc24b5f96acc177e55088c4922029f3cd2e2133584b44f0fd8cfe2b0f5f66","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"042402f310feadb663dcf06f06b66dc97e81f7d4a14f30e43ab46d13f58891b6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"042402f310feadb663dcf06f06b66dc97e81f7d4a14f30e43ab46d13f58891b6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"veterinary epidemiology course\",\"animal disease surveillance methods\",\"veterinary medicine population health\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production and the design of epidemiological studies of the determinants of disease are presented.\"}],\"text\":\"Investigation of disease outbreaks and surveillance of animal disease and production\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease\"}],\"text\":\"Design of epidemiological studies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO VETERINARY EPIDEMIOLOGY\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Learn basic concepts and approaches to population problems in veterinary medicine.\"}],\"text\":\"Introduction to veterinary epidemiology covering basic concepts, disease outbreak investigation, and study design for population health problems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"population problems in veterinary medicine\"}],\"text\":\"Population problems in veterinary medicine\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"investigation of disease outbreaks\"}],\"text\":\"Disease outbreak investigation\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"surveillance of animal disease and production\"}],\"text\":\"Animal disease and production surveillance\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"determinants of disease\"}],\"text\":\"Determinants of disease\"}]}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"042402f310feadb663dcf06f06b66dc97e81f7d4a14f30e43ab46d13f58891b6","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0e173147839667e0b5bc82c57f82fdaaf36c6811d33819a80b9632fa421614b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0e173147839667e0b5bc82c57f82fdaaf36c6811d33819a80b9632fa421614b","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"requirements_text\",\"quote\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Declared in Doctor of Veterinary Medicine with second year standing\"}],\"search_phrases\":[\"veterinary epidemiology\",\"population problems in veterinary medicine\",\"disease outbreak investigation\",\"animal disease surveillance\",\"epidemiological study design\",\"causal inference in health outcomes\",\"bias and confounding in medical research\",\"diagnostic test interpretation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply the principles of causal inference to health-related outcomes\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Recognize the effects of bias, confounding and interaction on medical research\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Applying causal inference and recognizing bias, confounding, and interaction in medical research.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Measure and analyze patterns of health-related outcomes in populations\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease are presented\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Measuring and analyzing population health patterns and designing epidemiological studies.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Interpret diagnostic test results\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Communicate medical and scientific information to clients and the public.\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Interpreting diagnostic tests and communicating medical information to clients and the public.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO VETERINARY EPIDEMIOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Learn basic concepts and approaches to population problems in veterinary medicine. Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production and the design of epidemiological studies of the determinants of disease are presented.\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Introduction to veterinary epidemiology covering population problems, disease outbreak investigation, surveillance, and study design for determinants of disease.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Disease outbreak investigation and animal disease surveillance.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply the principles of causal inference to health-related outcomes\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Epidemiological study design and causal inference principles.\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Recognize the effects of bias, confounding and interaction on medical research\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Evaluate the validity of medical information\",\"source_url\":\"https://guide.wisc.edu/courses/path_bio/\"}],\"text\":\"Bias, confounding, interaction, and evaluation of medical information validity.\"}]}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"1a472ae842032d07e70cf2b623aa9eac8c1fff480a058a730d0a32d6d9150073","record_version_id":"ed7c6718d82c8ef3caac4c5cf0fd2861ce222a10b6ae71bc18b7295406662107","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0e173147839667e0b5bc82c57f82fdaaf36c6811d33819a80b9632fa421614b","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e1bde54dfc872383b4d6f5ed522724e4486f57e764ae9467fb96d812b895817d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e1bde54dfc872383b4d6f5ed522724e4486f57e764ae9467fb96d812b895817d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"veterinary epidemiology course\",\"animal disease surveillance methods\",\"veterinary medicine population health\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production and the design of epidemiological studies of the determinants of disease are presented.\"}],\"text\":\"Investigation of disease outbreaks and surveillance of animal disease and production\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease\"}],\"text\":\"Design of epidemiological studies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO VETERINARY EPIDEMIOLOGY\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Learn basic concepts and approaches to population problems in veterinary medicine.\"}],\"text\":\"Introduction to veterinary epidemiology covering basic concepts, disease outbreak investigation, and study design for population health problems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"population problems in veterinary medicine\"}],\"text\":\"Population problems in veterinary medicine\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"investigation of disease outbreaks\"}],\"text\":\"Disease outbreak investigation\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"surveillance of animal disease and production\"}],\"text\":\"Animal disease and production surveillance\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"determinants of disease\"}],\"text\":\"Determinants of disease\"}]}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e1bde54dfc872383b4d6f5ed522724e4486f57e764ae9467fb96d812b895817d","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a296245fd2e5c881c81aedea1031997120f3b055e0df5e5cc02d70708f20a77c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"course\":null,\"evidence\":\"Declared in Doctor of Veterinary Medicine with second year standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a296245fd2e5c881c81aedea1031997120f3b055e0df5e5cc02d70708f20a77c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"veterinary epidemiology course\",\"animal disease surveillance methods\",\"veterinary medicine population health\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Methods appropriate to investigation of disease outbreaks, surveillance of animal disease and production and the design of epidemiological studies of the determinants of disease are presented.\"}],\"text\":\"Investigation of disease outbreaks and surveillance of animal disease and production\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"design of epidemiological studies of the determinants of disease\"}],\"text\":\"Design of epidemiological studies\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO VETERINARY EPIDEMIOLOGY\"},{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"Learn basic concepts and approaches to population problems in veterinary medicine.\"}],\"text\":\"Introduction to veterinary epidemiology covering basic concepts, disease outbreak investigation, and study design for population health problems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"population problems in veterinary medicine\"}],\"text\":\"Population problems in veterinary medicine\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"investigation of disease outbreaks\"}],\"text\":\"Disease outbreak investigation\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"surveillance of animal disease and production\"}],\"text\":\"Animal disease and production surveillance\"},{\"evidence\":[{\"course_id\":\"PATH-BIO 512\",\"field\":\"description\",\"quote\":\"determinants of disease\"}],\"text\":\"Determinants of disease\"}]}","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a296245fd2e5c881c81aedea1031997120f3b055e0df5e5cc02d70708f20a77c","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_8e0124a2e1b601ca266d680b","course_id":"PATH-BIO 512","catalog_version_id":"7b74d504bbd932e095ac608fd1b6b95c9ac94294fd9750ef3f6b068c02e19f4e","record_version_id":"9e3936eb87f6aee5559f34f6203e29d08bf179537952b6a533bf7ebdfa36eb88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a296245fd2e5c881c81aedea1031997120f3b055e0df5e5cc02d70708f20a77c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5da5665ec9739e3ad4ca71190dbc8cda66ab1968cc6778dcd1c450986c56c9d5\",\"course_id\":\"PATH-BIO 512\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PATH-BIO 512\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cedc05e8-652c-3b6f-9993-a19601839067\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PATH-BIO 512\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cedc05e8-652c-3b6f-9993-a19601839067\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PATH-BIO 512\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cedc05e8-652c-3b6f-9993-a19601839067\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.29 GPA, 59.1% A/AB (n=93 letter grades); Fall 2024: 3.72 GPA, 87.2% A/AB (n=94 letter grades); Fall 2025: 3.83 GPA, 93.3% A/AB (n=90 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]