[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"aaa8d0e6d866b77e2c684a3a8af42ac121343b94cc63c4ffaa5887fe46cc5646","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"course\":null,\"evidence\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"aaa8d0e6d866b77e2c684a3a8af42ac121343b94cc63c4ffaa5887fe46cc5646","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"requirements_text\",\"quote\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\"}],\"search_phrases\":[\"medical device regulatory compliance\",\"quality assurance biotechnology\",\"product development case studies\",\"cross functional teams safety standards\",\"regulatory affairs strategy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Evaluate quality systems used in product development and commercialization of medical devices.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Troubleshoot design and manufacturing issues of medical device development to meet regulatory standards.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Evaluate quality systems and troubleshoot design/manufacturing issues for medical devices.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Influence medical device development and project vision from quality assurance and regulatory affairs standpoints.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Produce quality and regulatory strategies to achieve organizational objectives of medical devices.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Develop quality and regulatory strategies to influence medical device development.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Practice how cross functional teams work together to meet regulatory standards of safety.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Collaborate in cross-functional teams to meet regulatory safety standards.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"title\",\"quote\":\"TOPICS IN QUALITY ASSURANCE AND REGULATORY AFFAIRS IN BIOTECHNOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Use a case study approach to explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Case-study course on applying QA and regulatory compliance systems to bring medical devices to market within the biotechnology industry.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"how quality assurance and regulatory compliance systems are used to bring medical devices to market\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Quality assurance and regulatory compliance systems for medical devices.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"successful product development within the biotechnology industry\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Product development in the biotechnology industry.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"cross functional teams work together to meet regulatory standards of safety\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Cross-functional teamwork for meeting safety regulations.\"}]}","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"aaa8d0e6d866b77e2c684a3a8af42ac121343b94cc63c4ffaa5887fe46cc5646","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"aaa8d0e6d866b77e2c684a3a8af42ac121343b94cc63c4ffaa5887fe46cc5646","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"81583d0d7f1112d72b312a6c0ce57479a4b7fddd1e3e37b7e5c99cdf7f4a8d32\",\"course_id\":\"BIOMDSCI 721\",\"current_instructors\":[{\"instructor_uid\":\"instructor_7bbb12956329c588d87b3007\",\"message\":\"No course-specific reviews available\",\"name\":\"Kashif Sheikh\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_fdc4b4df08b1bb55cd33fd1d\",\"message\":\"No course-specific reviews available\",\"name\":\"Natalie Betz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"BIOMDSCI 721\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"96335ef4-4963-3525-bb38-f7b583c536d3\",\"source_record\":{\"entity_id\":\"96335ef4-4963-3525-bb38-f7b583c536d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KASHIF SHEIKH is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"BIOMDSCI 721\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"96335ef4-4963-3525-bb38-f7b583c536d3\",\"source_record\":{\"entity_id\":\"96335ef4-4963-3525-bb38-f7b583c536d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NATALIE BETZ is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b3da2df94c059a6c6c1729756239363c9ef42b86585d7584645b2c2aa6416338","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"course\":null,\"evidence\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b3da2df94c059a6c6c1729756239363c9ef42b86585d7584645b2c2aa6416338","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"biotechnology quality assurance regulatory affairs\",\"medical device regulatory compliance case study\",\"cross functional teams regulatory standards safety\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market\"}],\"text\":\"Applying quality assurance and regulatory compliance systems for medical device market entry\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Practice how cross functional teams work together to meet regulatory standards of safety\"}],\"text\":\"Collaborating in cross-functional teams to meet regulatory safety standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Use a case study approach to explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market\"}],\"text\":\"BIOMDSCI 721 uses case studies to teach quality assurance and regulatory compliance systems for bringing medical devices to market.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"title\",\"quote\":\"TOPICS IN QUALITY ASSURANCE AND REGULATORY AFFAIRS IN BIOTECHNOLOGY\"}],\"text\":\"Quality Assurance and Regulatory Affairs in Biotechnology\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Quality Assurance and Regulatory Affairs departments influence and facilitate successful product development within the biotechnology industry\"}],\"text\":\"Product development within the biotechnology industry\"}]}","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b3da2df94c059a6c6c1729756239363c9ef42b86585d7584645b2c2aa6416338","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"aae08e61e7405ac017c6f3a5f2d56d0f500f04f094ecb65271d226a484dd6d64","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"course\":null,\"evidence\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"aae08e61e7405ac017c6f3a5f2d56d0f500f04f094ecb65271d226a484dd6d64","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"biotechnology quality assurance regulatory affairs\",\"medical device regulatory compliance case study\",\"cross functional teams regulatory standards safety\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market\"}],\"text\":\"Applying quality assurance and regulatory compliance systems for medical device market entry\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Practice how cross functional teams work together to meet regulatory standards of safety\"}],\"text\":\"Collaborating in cross-functional teams to meet regulatory safety standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Use a case study approach to explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market\"}],\"text\":\"BIOMDSCI 721 uses case studies to teach quality assurance and regulatory compliance systems for bringing medical devices to market.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"title\",\"quote\":\"TOPICS IN QUALITY ASSURANCE AND REGULATORY AFFAIRS IN BIOTECHNOLOGY\"}],\"text\":\"Quality Assurance and Regulatory Affairs in Biotechnology\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Quality Assurance and Regulatory Affairs departments influence and facilitate successful product development within the biotechnology industry\"}],\"text\":\"Product development within the biotechnology industry\"}]}","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"aae08e61e7405ac017c6f3a5f2d56d0f500f04f094ecb65271d226a484dd6d64","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-6556a505c10f448d98d02466","output_id":"31bc7319f6e3c1ade2f4c61390fa62462cc06a435c84e2feb745c6b1ef9478e1","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"course\":null,\"evidence\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-6556a505c10f448d98d02466","output_id":"31bc7319f6e3c1ade2f4c61390fa62462cc06a435c84e2feb745c6b1ef9478e1","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"requirements_text\",\"quote\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\"}],\"search_phrases\":[\"medical device regulatory compliance\",\"quality assurance biotechnology\",\"product development case studies\",\"cross functional teams safety standards\",\"regulatory affairs strategy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Evaluate quality systems used in product development and commercialization of medical devices.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Troubleshoot design and manufacturing issues of medical device development to meet regulatory standards.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Evaluate quality systems and troubleshoot design/manufacturing issues for medical devices.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Influence medical device development and project vision from quality assurance and regulatory affairs standpoints.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 721\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Produce quality and regulatory strategies to achieve organizational objectives of medical devices.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Develop quality and regulatory strategies to influence medical device development.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Practice how cross functional teams work together to meet regulatory standards of safety.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Collaborate in cross-functional teams to meet regulatory safety standards.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"title\",\"quote\":\"TOPICS IN QUALITY ASSURANCE AND REGULATORY AFFAIRS IN BIOTECHNOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"},{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Use a case study approach to explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market.\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Case-study course on applying QA and regulatory compliance systems to bring medical devices to market within the biotechnology industry.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"how quality assurance and regulatory compliance systems are used to bring medical devices to market\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Quality assurance and regulatory compliance systems for medical devices.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"successful product development within the biotechnology industry\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Product development in the biotechnology industry.\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"cross functional teams work together to meet regulatory standards of safety\",\"source_url\":\"https://guide.wisc.edu/courses/biomdsci/\"}],\"text\":\"Cross-functional teamwork for meeting safety regulations.\"}]}","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"9819f169a8c0d15ac49d5b272ef6215370a688edc5c7d0a18311c42ba7f807f6","record_version_id":"a82ee714b8d9d3549ed426da228d20aae983a585e080120a12ea7d60410491f8","job_id":"enrich-6556a505c10f448d98d02466","output_id":"31bc7319f6e3c1ade2f4c61390fa62462cc06a435c84e2feb745c6b1ef9478e1","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"adeed4f43ea1b65035b3332035971307a59400c6a07bd5590e6e5137d69a69f4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"course\":null,\"evidence\":\"Declared in the Capstone Certificate in Quality Assurance and Regulatory Affairs in Biotechnology\",\"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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"adeed4f43ea1b65035b3332035971307a59400c6a07bd5590e6e5137d69a69f4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"biotechnology quality assurance regulatory affairs\",\"medical device regulatory compliance case study\",\"cross functional teams regulatory standards safety\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market\"}],\"text\":\"Applying quality assurance and regulatory compliance systems for medical device market entry\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Practice how cross functional teams work together to meet regulatory standards of safety\"}],\"text\":\"Collaborating in cross-functional teams to meet regulatory safety standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Use a case study approach to explore and apply how quality assurance and regulatory compliance systems are used to bring medical devices to market\"}],\"text\":\"BIOMDSCI 721 uses case studies to teach quality assurance and regulatory compliance systems for bringing medical devices to market.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"title\",\"quote\":\"TOPICS IN QUALITY ASSURANCE AND REGULATORY AFFAIRS IN BIOTECHNOLOGY\"}],\"text\":\"Quality Assurance and Regulatory Affairs in Biotechnology\"},{\"evidence\":[{\"course_id\":\"BIOMDSCI 721\",\"field\":\"description\",\"quote\":\"Quality Assurance and Regulatory Affairs departments influence and facilitate successful product development within the biotechnology industry\"}],\"text\":\"Product development within the biotechnology industry\"}]}","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"adeed4f43ea1b65035b3332035971307a59400c6a07bd5590e6e5137d69a69f4","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_393acf60c6598c7d409d4ee8","course_id":"BIOMDSCI 721","catalog_version_id":"77c9c7fb0e1c0e38d55aebf79178941ae0d1e09101343b0129f838a385944590","record_version_id":"035d0da312fbd67928317fde69d188a61121b32335c467ee4a4510c8f78e01ef","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"adeed4f43ea1b65035b3332035971307a59400c6a07bd5590e6e5137d69a69f4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ea26325510b89d16c4aab5a595019fdb971a75cfbb44a0d9b2f19f2d2331599d\",\"course_id\":\"BIOMDSCI 721\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[],\"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}]