[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"75e9987c9b55d30ffa8cbf2304c7004a92d3f5e29b52d960ddc3bf2156cf1d51","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 330\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 200\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"300\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoCOMP SCI 300\",\"course\":null,\"evidence\":\"placement intoCOMP SCI 300\",\"id\":\"n9\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"301\",\"course\":null,\"evidence\":\"301\",\"id\":\"n10\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is required by text but missing from linked_courses. Marked as needs_review.\"],\"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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"75e9987c9b55d30ffa8cbf2304c7004a92d3f5e29b52d960ddc3bf2156cf1d51","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Knowledge of computer programming language like C, C++ or Java, strongly encouraged.\"},{\"course_id\":\"COMPSCI 300\",\"field\":\"description\",\"quote\":\"Introduction to Object-Oriented Programming using classes and objects to solve more complex problems.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Programming proficiency (C, C++, Java) and foundational knowledge in signals and systems or object-oriented programming.\"}],\"search_phrases\":[\"microprocessor medical instrumentation\",\"ECG analysis algorithms\",\"biomedical DSP\",\"real-time signal processing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Labs and programming project involve design of biomedical digital signal processing algorithms.\"}],\"text\":\"Designing biomedical digital signal processing algorithms.\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time analysis of electrocardiograms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"title\",\"quote\":\"COMPUTERS IN MEDICINE\"},{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation. Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Study of microprocessor-based medical instrumentation with an emphasis on real-time ECG analysis and DSP algorithm design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation.\"}],\"text\":\"Microprocessor-based medical instrumentation\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time electrocardiogram analysis\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"design of biomedical digital signal processing algorithms.\"}],\"text\":\"Biomedical digital signal processing\"}]}","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"75e9987c9b55d30ffa8cbf2304c7004a92d3f5e29b52d960ddc3bf2156cf1d51","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b7e682216765e6589cad051049bf68cb6b901c8d73be27a56d8c73f5d0834805","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n9\",\"n10\",\"n11\",\"n12\",\"n13\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 330\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 200\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 220\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 300\",\"id\":\"n11\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoCOMP SCI 300\",\"course\":null,\"evidence\":\"placement intoCOMP SCI 300\",\"id\":\"n13\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is mentioned in requirements_text but absent from linked_courses; treated as verbatim condition leaf n12 (not shown in snippet for brevity, but implied by 'any' structure). Note: The provided nodes list above is incomplete in n\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n2 references missing nodes: n6.\nNode n3 references missing nodes: n7.\nNode n5 references missing nodes: n12.\nNode n10: evidence 'COMP SCI 220' 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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b7e682216765e6589cad051049bf68cb6b901c8d73be27a56d8c73f5d0834805","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Knowledge of computer programming language like C, C++ or Java, strongly encouraged.\"},{\"course_id\":\"COMPSCI 300\",\"field\":\"description\",\"quote\":\"Introduction to Object-Oriented Programming using classes and objects to solve more complex problems.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Programming proficiency (C, C++, Java) and foundational knowledge in signals and systems or object-oriented programming.\"}],\"search_phrases\":[\"microprocessor medical instrumentation\",\"ECG analysis algorithms\",\"biomedical DSP\",\"real-time signal processing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Labs and programming project involve design of biomedical digital signal processing algorithms.\"}],\"text\":\"Designing biomedical digital signal processing algorithms.\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time analysis of electrocardiograms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"title\",\"quote\":\"COMPUTERS IN MEDICINE\"},{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation. Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Study of microprocessor-based medical instrumentation with an emphasis on real-time ECG analysis and DSP algorithm design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation.\"}],\"text\":\"Microprocessor-based medical instrumentation\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time electrocardiogram analysis\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"design of biomedical digital signal processing algorithms.\"}],\"text\":\"Biomedical digital signal processing\"}]}","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"b7e682216765e6589cad051049bf68cb6b901c8d73be27a56d8c73f5d0834805","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d34f2071cc2e56fe9b50397c4bd0f1639c068ae70e046d89399c4207acd58925","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 330\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 200\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"300\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoCOMP SCI 300\",\"course\":null,\"evidence\":\"placement intoCOMP SCI 300\",\"id\":\"n9\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"301\",\"course\":null,\"evidence\":\"301\",\"id\":\"n10\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is required by text but missing from linked_courses. Marked as needs_review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d34f2071cc2e56fe9b50397c4bd0f1639c068ae70e046d89399c4207acd58925","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Knowledge of computer programming language like C, C++ or Java, strongly encouraged.\"},{\"course_id\":\"COMPSCI 300\",\"field\":\"description\",\"quote\":\"Introduction to Object-Oriented Programming using classes and objects to solve more complex problems.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Programming proficiency (C, C++, Java) and foundational knowledge in signals and systems or object-oriented programming.\"}],\"search_phrases\":[\"microprocessor medical instrumentation\",\"ECG analysis algorithms\",\"biomedical DSP\",\"real-time signal processing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Labs and programming project involve design of biomedical digital signal processing algorithms.\"}],\"text\":\"Designing biomedical digital signal processing algorithms.\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time analysis of electrocardiograms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"title\",\"quote\":\"COMPUTERS IN MEDICINE\"},{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation. Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Study of microprocessor-based medical instrumentation with an emphasis on real-time ECG analysis and DSP algorithm design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation.\"}],\"text\":\"Microprocessor-based medical instrumentation\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time electrocardiogram analysis\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"design of biomedical digital signal processing algorithms.\"}],\"text\":\"Biomedical digital signal processing\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d34f2071cc2e56fe9b50397c4bd0f1639c068ae70e046d89399c4207acd58925","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":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-789789da373eecc1ff75f626","output_id":"df50350c4d3e0a02f2c8af8a45447564b4e3d4f93e72161cba38da2c41667ac5","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 330\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 200\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"300\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoCOMP SCI 300\",\"course\":null,\"evidence\":\"placement intoCOMP SCI 300\",\"id\":\"n9\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n10\",\"kind\":\"course\"}],\"notes\":[\"COMP SCI 301 is listed in requirements_text but not in linked_courses; included as course node n10 based on requirements_text presence.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Course requirement is absent from the source links","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-789789da373eecc1ff75f626","output_id":"df50350c4d3e0a02f2c8af8a45447564b4e3d4f93e72161cba38da2c41667ac5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Knowledge of computer programming language like C, C++ or Java, strongly encouraged.\"},{\"course_id\":\"COMPSCI 300\",\"field\":\"description\",\"quote\":\"Introduction to Object-Oriented Programming using classes and objects to solve more complex problems.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Programming proficiency (C, C++, Java) and foundational knowledge in signals and systems or object-oriented programming.\"}],\"search_phrases\":[\"microprocessor medical instrumentation\",\"ECG analysis algorithms\",\"biomedical DSP\",\"real-time signal processing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Labs and programming project involve design of biomedical digital signal processing algorithms.\"}],\"text\":\"Designing biomedical digital signal processing algorithms.\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time analysis of electrocardiograms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"title\",\"quote\":\"COMPUTERS IN MEDICINE\"},{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation. Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Study of microprocessor-based medical instrumentation with an emphasis on real-time ECG analysis and DSP algorithm design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation.\"}],\"text\":\"Microprocessor-based medical instrumentation\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time electrocardiogram analysis\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"design of biomedical digital signal processing algorithms.\"}],\"text\":\"Biomedical digital signal processing\"}]}","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-789789da373eecc1ff75f626","output_id":"df50350c4d3e0a02f2c8af8a45447564b4e3d4f93e72161cba38da2c41667ac5","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"89a9b3f6d894ee7130a38ec662ed8301f97424224defc6ee95fb9a05117ecfaa","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 330\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 200\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"300\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoCOMP SCI 300\",\"course\":null,\"evidence\":\"placement intoCOMP SCI 300\",\"id\":\"n9\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"301\",\"course\":null,\"evidence\":\"301\",\"id\":\"n10\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is required by text but missing from linked_courses. Marked as needs_review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"89a9b3f6d894ee7130a38ec662ed8301f97424224defc6ee95fb9a05117ecfaa","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Knowledge of computer programming language like C, C++ or Java, strongly encouraged.\"},{\"course_id\":\"COMPSCI 300\",\"field\":\"description\",\"quote\":\"Introduction to Object-Oriented Programming using classes and objects to solve more complex problems.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Programming proficiency (C, C++, Java) and foundational knowledge in signals and systems or object-oriented programming.\"}],\"search_phrases\":[\"microprocessor medical instrumentation\",\"ECG analysis algorithms\",\"biomedical DSP\",\"real-time signal processing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Labs and programming project involve design of biomedical digital signal processing algorithms.\"}],\"text\":\"Designing biomedical digital signal processing algorithms.\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time analysis of electrocardiograms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"title\",\"quote\":\"COMPUTERS IN MEDICINE\"},{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation. Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Study of microprocessor-based medical instrumentation with an emphasis on real-time ECG analysis and DSP algorithm design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation.\"}],\"text\":\"Microprocessor-based medical instrumentation\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time electrocardiogram analysis\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"design of biomedical digital signal processing algorithms.\"}],\"text\":\"Biomedical digital signal processing\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"89a9b3f6d894ee7130a38ec662ed8301f97424224defc6ee95fb9a05117ecfaa","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"89a9b3f6d894ee7130a38ec662ed8301f97424224defc6ee95fb9a05117ecfaa","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fffa434ed909106cb43ea8480bcc115d046b4d89ed6cf568623ba7ffc2bc1f56\",\"course_id\":\"BME/ECE 463\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"BME/ECE 463\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8d65d785-f9d6-3599-a278-dabce9cc3dcb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"BME/ECE 463\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8d65d785-f9d6-3599-a278-dabce9cc3dcb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"BME/ECE 463\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8d65d785-f9d6-3599-a278-dabce9cc3dcb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.48 GPA, 62.5% A/AB (n=24 letter grades); Spring 2025: 3.28 GPA, 62.1% A/AB (n=29 letter grades); Spring 2026: 3.67 GPA, 87.2% A/AB (n=39 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":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"10824ec1533fc25217e73110f5d314f7da407996b791b7daacb97f83c391212f","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 330and (COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":330,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 330\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 200,220,300, 301, or placement intoCOMP SCI 300)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 200\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"300\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"placement intoCOMP SCI 300\",\"course\":null,\"evidence\":\"placement intoCOMP SCI 300\",\"id\":\"n9\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"COMP SCI 301\",\"course\":null,\"evidence\":\"301\",\"id\":\"n10\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is required by text but missing from linked_courses. Marked as needs_review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Non-course conditions must preserve verbatim source text","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"10824ec1533fc25217e73110f5d314f7da407996b791b7daacb97f83c391212f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Knowledge of computer programming language like C, C++ or Java, strongly encouraged.\"},{\"course_id\":\"COMPSCI 300\",\"field\":\"description\",\"quote\":\"Introduction to Object-Oriented Programming using classes and objects to solve more complex problems.\"},{\"course_id\":\"ECE 330\",\"field\":\"description\",\"quote\":\"Time-domain response and convolution; frequency-domain response using Fourier series, Fourier transform, Laplace transform; discrete Fourier series and transform; sampling; z-transform; relationships between time and frequency descriptions of discrete and continuous signals and systems.\"}],\"text\":\"Programming proficiency (C, C++, Java) and foundational knowledge in signals and systems or object-oriented programming.\"}],\"search_phrases\":[\"microprocessor medical instrumentation\",\"ECG analysis algorithms\",\"biomedical DSP\",\"real-time signal processing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Labs and programming project involve design of biomedical digital signal processing algorithms.\"}],\"text\":\"Designing biomedical digital signal processing algorithms.\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time analysis of electrocardiograms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"title\",\"quote\":\"COMPUTERS IN MEDICINE\"},{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation. Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Study of microprocessor-based medical instrumentation with an emphasis on real-time ECG analysis and DSP algorithm design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Study of microprocessor-based medical instrumentation.\"}],\"text\":\"Microprocessor-based medical instrumentation\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"Emphasis on real-time analysis of electrocardiograms.\"}],\"text\":\"Real-time electrocardiogram analysis\"},{\"evidence\":[{\"course_id\":\"BME/ECE 463\",\"field\":\"description\",\"quote\":\"design of biomedical digital signal processing algorithms.\"}],\"text\":\"Biomedical digital signal processing\"}]}","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_8ddc30e22f314c89864604a4","course_id":"BME/ECE 463","catalog_version_id":"eb53cd49f4f65f1711ad1b9a2cf8c15dbabdca5fc65adbb01daf40b0037cd4b4","record_version_id":"b206895cbebc5be096b48e46bb8e70bd397e7fe4b7591fad0d2dcecc0c1a3345","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"10824ec1533fc25217e73110f5d314f7da407996b791b7daacb97f83c391212f","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}]