[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-0893a025c9d5167f3bcd7fe3","output_id":"8cddf7786c723a93aba18504643a7e6a97a9dcde6a2e9a43bead2a997cd5ddde","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[\"req_2a\",\"req_2b\",\"req_2c\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"req_2\",\"kind\":\"any\"},{\"children\":[\"req_2a1\",\"req_2a2\",\"req_2a3\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"req_2a\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"PHYSICS 323\",\"course\":null,\"evidence\":\"PHYSICS 323\",\"id\":\"req_2a1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"449\",\"course\":null,\"evidence\":\"449\",\"id\":\"req_2a2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"MATH 320\",\"course\":null,\"evidence\":\"MATH 320\",\"id\":\"req_2a3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2b\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"req_2c\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req_root\",\"status\":\"parsed\"}","error":"Node req_2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2a: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode req_2a1: evidence 'PHYSICS 323' must quote an exact source substring.\nNode req_2a1: condition 'PHYSICS 323' must be a nonempty literal source substring. Its evidence is 'PHYSICS 323'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a2: evidence '449' must quote an exact source substring.\nNode req_2a2: condition '449' must be a nonempty literal source substring. Its evidence is '449'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a3: evidence 'MATH 320' must quote an exact source substring.\nNode req_2a3: condition 'MATH 320' must be a nonempty literal source substring. Its evidence is 'MATH 320'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2b: evidence 'graduate/professional standing' must quote an exact source substring.\nNode req_2b: condition 'graduate/professional standing' must be a nonempty literal source substring. Its evidence is 'graduate/professional standing'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2c: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2c: condition 'declared in Medical Physics VISP' must be a nonempty literal source substring. Its evidence is 'declared in Medical Physics VISP'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-0893a025c9d5167f3bcd7fe3","output_id":"8cddf7786c723a93aba18504643a7e6a97a9dcde6a2e9a43bead2a997cd5ddde","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-0893a025c9d5167f3bcd7fe3","output_id":"8cddf7786c723a93aba18504643a7e6a97a9dcde6a2e9a43bead2a997cd5ddde","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"7d7e396ce728b6abae8d4229c43b71ae6f17a5b0cabaee6b7e7e00ab3a5215b8","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"PHYSICS 323\",\"course\":null,\"evidence\":\"PHYSICS 323\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"449\",\"course\":null,\"evidence\":\"449\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"MATH 320\",\"course\":null,\"evidence\":\"MATH 320\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"Nodes n4, n5, n6 reference courses (PHYSICS 323, PHYSICS 449, MATH 320) not found in linked_courses. They are preserved as verbatim conditions requiring manual verification.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode n1: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode n2: evidence 'graduate/professional standing' must quote an exact source substring.\nNode n2: condition 'graduate/professional standing' must be a nonempty literal source substring. Its evidence is 'graduate/professional standing'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode n3: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode n3: condition 'declared in Medical Physics VISP' must be a nonempty literal source substring. Its evidence is 'declared in Medical Physics VISP'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode n4: evidence 'PHYSICS 323' must quote an exact source substring.\nNode n4: condition 'PHYSICS 323' must be a nonempty literal source substring. Its evidence is 'PHYSICS 323'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode n5: evidence '449' must quote an exact source substring.\nNode n5: condition '449' must be a nonempty literal source substring. Its evidence is '449'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode n6: evidence 'MATH 320' must quote an exact source substring.\nNode n6: condition 'MATH 320' must be a nonempty literal source substring. Its evidence is 'MATH 320'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"7d7e396ce728b6abae8d4229c43b71ae6f17a5b0cabaee6b7e7e00ab3a5215b8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"7d7e396ce728b6abae8d4229c43b71ae6f17a5b0cabaee6b7e7e00ab3a5215b8","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2128b749bf3ecd89310888f555adc01ed443e8b0e59a9457c76c5c80ee47250c","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"n1\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 323,449andMATH 320\",\"id\":\"n2\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n9\",\"n10\",\"n11\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 323,449andMATH 320\",\"id\":\"n4\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":323,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 323\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":449,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"449\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 320\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":323,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 323\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":449,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"449\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 320\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"n12\",\"kind\":\"condition\"}],\"notes\":[\"Node n2 is an 'all' node with children n3, n4, n5, n6. However, n3 is a course node for 501, which is the parent course itself, not a prerequisite. The structure of the requirements text 'PHYSICS/B M E/H ONCOL/MED PHYS 501' is parsed as a '\",\"student_experience null}\",\"student_experience null}\",\"student_experience null}\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n1: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode n2: evidence 'PHYSICS 323,449andMATH 320' must quote an exact source substring.\nNode n4: evidence 'PHYSICS 323,449andMATH 320' must quote an exact source substring.\nNode n5: evidence 'PHYSICS 323' must quote an exact source substring.\nNode n6: evidence '449' must quote an exact source substring.\nNode n7: evidence 'MATH 320' must quote an exact source substring.\nNode n8: evidence 'PHYSICS 323' must quote an exact source substring.\nNode n9: evidence '449' must quote an exact source substring.\nNode n10: evidence 'MATH 320' must quote an exact source substring.\nNode n11: evidence 'graduate/professional standing' must quote an exact source substring.\nNode n12: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nUnreachable nodes: n12; connect all conditions and exclusions to the root.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2128b749bf3ecd89310888f555adc01ed443e8b0e59a9457c76c5c80ee47250c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2128b749bf3ecd89310888f555adc01ed443e8b0e59a9457c76c5c80ee47250c","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-53e5ca5217fc83704a6d01e7","output_id":"9aae9c7755dc7f5a7e0544050662bc7a6ee6cb6a03eab067a23c294b022a0e90","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[\"req_2a\",\"req_2b\",\"req_2c\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"req_2\",\"kind\":\"any\"},{\"children\":[\"req_2a1\",\"req_2a2\",\"req_2a3\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 323,449andMATH 320\",\"id\":\"req_2a\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"PHYSICS 323\",\"course\":null,\"evidence\":\"PHYSICS 323\",\"id\":\"req_2a1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"449\",\"course\":null,\"evidence\":\"449\",\"id\":\"req_2a2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"MATH 320\",\"course\":null,\"evidence\":\"MATH 320\",\"id\":\"req_2a3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2b\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"req_2c\",\"kind\":\"condition\"}],\"notes\":[\"req_2a evidence is a substring of the full requirements_text.\",\"req_2a1, req_2a2, req_2a3 conditions and evidence are substrings of the requirements_text.\"],\"root\":\"req_root\",\"status\":\"parsed\"}","error":"Node req_2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2a: evidence 'PHYSICS 323,449andMATH 320' must quote an exact source substring.\nNode req_2a1: evidence 'PHYSICS 323' must quote an exact source substring.\nNode req_2a1: condition 'PHYSICS 323' must be a nonempty literal source substring. Its evidence is 'PHYSICS 323'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a2: evidence '449' must quote an exact source substring.\nNode req_2a2: condition '449' must be a nonempty literal source substring. Its evidence is '449'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a3: evidence 'MATH 320' must quote an exact source substring.\nNode req_2a3: condition 'MATH 320' must be a nonempty literal source substring. Its evidence is 'MATH 320'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2b: evidence 'graduate/professional standing' must quote an exact source substring.\nNode req_2b: condition 'graduate/professional standing' must be a nonempty literal source substring. Its evidence is 'graduate/professional standing'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2c: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2c: condition 'declared in Medical Physics VISP' must be a nonempty literal source substring. Its evidence is 'declared in Medical Physics VISP'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-53e5ca5217fc83704a6d01e7","output_id":"9aae9c7755dc7f5a7e0544050662bc7a6ee6cb6a03eab067a23c294b022a0e90","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-53e5ca5217fc83704a6d01e7","output_id":"9aae9c7755dc7f5a7e0544050662bc7a6ee6cb6a03eab067a23c294b022a0e90","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"92f67942ddcf91cc074dfcc2e0c398371cfa4784532dd24ae3f438c1664d78f6","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[\"req_2a\",\"req_2b\",\"req_2c\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"req_2\",\"kind\":\"any\"},{\"children\":[\"req_2a1\",\"req_2a2\",\"req_2a3\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"req_2a\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"PHYSICS 323\",\"course\":null,\"evidence\":\"PHYSICS 323\",\"id\":\"req_2a1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"449\",\"course\":null,\"evidence\":\"449\",\"id\":\"req_2a2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"MATH 320\",\"course\":null,\"evidence\":\"MATH 320\",\"id\":\"req_2a3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2b\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"req_2c\",\"kind\":\"condition\"}],\"notes\":[\"req_2a1: PHYSICS 323 is not in linked_courses, treated as condition.\",\"req_2a2: 449 is not in linked_courses, treated as condition.\",\"req_2a3: MATH 320 is not in linked_courses, treated as condition.\"],\"root\":\"req_root\",\"status\":\"needs_review\"}","error":"Node req_2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2a: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode req_2a1: evidence 'PHYSICS 323' must quote an exact source substring.\nNode req_2a1: condition 'PHYSICS 323' must be a nonempty literal source substring. Its evidence is 'PHYSICS 323'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a2: evidence '449' must quote an exact source substring.\nNode req_2a2: condition '449' must be a nonempty literal source substring. Its evidence is '449'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a3: evidence 'MATH 320' must quote an exact source substring.\nNode req_2a3: condition 'MATH 320' must be a nonempty literal source substring. Its evidence is 'MATH 320'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2b: evidence 'graduate/professional standing' must quote an exact source substring.\nNode req_2b: condition 'graduate/professional standing' must be a nonempty literal source substring. Its evidence is 'graduate/professional standing'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2c: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2c: condition 'declared in Medical Physics VISP' must be a nonempty literal source substring. Its evidence is 'declared in Medical Physics VISP'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"92f67942ddcf91cc074dfcc2e0c398371cfa4784532dd24ae3f438c1664d78f6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"92f67942ddcf91cc074dfcc2e0c398371cfa4784532dd24ae3f438c1664d78f6","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6141bf6e444944a41e83c4d3759450b52987c3b63ac7dddfaddae0658028bbfb","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"n3\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":323,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 323\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":449,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"449\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 320\",\"id\":\"n8\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode n3: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode n4: evidence 'graduate/professional standing' must quote an exact source substring.\nNode n5: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode n6: evidence 'PHYSICS 323' must quote an exact source substring.\nNode n7: evidence '449' must quote an exact source substring.\nNode n8: evidence 'MATH 320' 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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6141bf6e444944a41e83c4d3759450b52987c3b63ac7dddfaddae0658028bbfb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6141bf6e444944a41e83c4d3759450b52987c3b63ac7dddfaddae0658028bbfb","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1fb7ccebcac7b55b76dc89f2da1ce3dca99c2353c2073a2e240d59939f4c1e5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"status\":\"parsed\"}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1fb7ccebcac7b55b76dc89f2da1ce3dca99c2353c2073a2e240d59939f4c1e5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1fb7ccebcac7b55b76dc89f2da1ce3dca99c2353c2073a2e240d59939f4c1e5","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1fb7ccebcac7b55b76dc89f2da1ce3dca99c2353c2073a2e240d59939f4c1e5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b78585417ee01d8f18a23d49c2bfecef2936161a405f47120fdaf4e24958d0a5\",\"course_id\":\"MEDPHYS/PHYSICS 688\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ff10b06-10b9-3c08-b7e5-f7a32f309064\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.81 GPA, 87.5% A/AB (n=8 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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"d15ecda963de4b0dbc3d05b78eb87b476b884ad47484173ef445d5d7c9b516f0","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"n3\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":323,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 323\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":449,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"449\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 320\",\"id\":\"n8\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode n3: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode n4: evidence 'graduate/professional standing' must quote an exact source substring.\nNode n5: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode n6: evidence 'PHYSICS 323' must quote an exact source substring.\nNode n7: evidence '449' must quote an exact source substring.\nNode n8: evidence 'MATH 320' 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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"d15ecda963de4b0dbc3d05b78eb87b476b884ad47484173ef445d5d7c9b516f0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"d15ecda963de4b0dbc3d05b78eb87b476b884ad47484173ef445d5d7c9b516f0","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"63cfeeaa03c583a6b555c6d9cee17a7d22649ef328c1640dab919f97dbbab204","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[\"req_2a\",\"req_2b\",\"req_2c\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"req_2\",\"kind\":\"any\"},{\"children\":[\"req_2a1\",\"req_2a2\",\"req_2a3\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"req_2a\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"PHYSICS 323\",\"course\":null,\"evidence\":\"PHYSICS 323\",\"id\":\"req_2a1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"449\",\"course\":null,\"evidence\":\"449\",\"id\":\"req_2a2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"MATH 320\",\"course\":null,\"evidence\":\"MATH 320\",\"id\":\"req_2a3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2b\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"req_2c\",\"kind\":\"condition\"}],\"notes\":[\"req_2a1: PHYSICS 323 is not in linked_courses, treated as condition.\",\"req_2a2: 449 is not in linked_courses, treated as condition.\",\"req_2a3: MATH 320 is not in linked_courses, treated as condition.\"],\"root\":\"req_root\",\"status\":\"needs_review\"}","error":"Node req_2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2a: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode req_2a1: evidence 'PHYSICS 323' must quote an exact source substring.\nNode req_2a1: condition 'PHYSICS 323' must be a nonempty literal source substring. Its evidence is 'PHYSICS 323'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a2: evidence '449' must quote an exact source substring.\nNode req_2a2: condition '449' must be a nonempty literal source substring. Its evidence is '449'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a3: evidence 'MATH 320' must quote an exact source substring.\nNode req_2a3: condition 'MATH 320' must be a nonempty literal source substring. Its evidence is 'MATH 320'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2b: evidence 'graduate/professional standing' must quote an exact source substring.\nNode req_2b: condition 'graduate/professional standing' must be a nonempty literal source substring. Its evidence is 'graduate/professional standing'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2c: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2c: condition 'declared in Medical Physics VISP' must be a nonempty literal source substring. Its evidence is 'declared in Medical Physics VISP'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"63cfeeaa03c583a6b555c6d9cee17a7d22649ef328c1640dab919f97dbbab204","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"63cfeeaa03c583a6b555c6d9cee17a7d22649ef328c1640dab919f97dbbab204","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-ebe71ad768d20ed5eac296f4","output_id":"85d780323be095e52140aa2ba5a21a42a653e0eded483b347ff88894edfd8459","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_root\",\"status\":\"parsed\"}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-ebe71ad768d20ed5eac296f4","output_id":"85d780323be095e52140aa2ba5a21a42a653e0eded483b347ff88894edfd8459","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-ebe71ad768d20ed5eac296f4","output_id":"85d780323be095e52140aa2ba5a21a42a653e0eded483b347ff88894edfd8459","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-f76575bd58e7ad67ceeea0ff","output_id":"6b9513da5fd64af2a7403f38a214f91fea4df63b735d9a382dd4c2ac471f8e83","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_root\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":501,\"minimum_grade\":null,\"subjects\":[\"BME\",\"HONCOL\",\"MEDPHYS\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS/B M E/H ONCOL/MED PHYS 501\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[\"req_2a\",\"req_2b\",\"req_2c\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP\",\"id\":\"req_2\",\"kind\":\"any\"},{\"children\":[\"req_2a1\",\"req_2a2\",\"req_2a3\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 323,449andMATH 320)\",\"id\":\"req_2a\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"PHYSICS 323\",\"course\":null,\"evidence\":\"PHYSICS 323\",\"id\":\"req_2a1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"449\",\"course\":null,\"evidence\":\"449\",\"id\":\"req_2a2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"MATH 320\",\"course\":null,\"evidence\":\"MATH 320\",\"id\":\"req_2a3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_2b\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Medical Physics VISP\",\"course\":null,\"evidence\":\"declared in Medical Physics VISP\",\"id\":\"req_2c\",\"kind\":\"condition\"}],\"notes\":[\"req_2a evidence is a substring of the full requirements_text.\",\"req_2a1, req_2a2, req_2a3 conditions and evidence are substrings of the requirements_text.\"],\"root\":\"req_root\",\"status\":\"parsed\"}","error":"Node req_2: evidence '(PHYSICS 323,449andMATH 320) or graduate/professional standing or declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2a: evidence '(PHYSICS 323,449andMATH 320)' must quote an exact source substring.\nNode req_2a1: evidence 'PHYSICS 323' must quote an exact source substring.\nNode req_2a1: condition 'PHYSICS 323' must be a nonempty literal source substring. Its evidence is 'PHYSICS 323'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a2: evidence '449' must quote an exact source substring.\nNode req_2a2: condition '449' must be a nonempty literal source substring. Its evidence is '449'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2a3: evidence 'MATH 320' must quote an exact source substring.\nNode req_2a3: condition 'MATH 320' must be a nonempty literal source substring. Its evidence is 'MATH 320'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2b: evidence 'graduate/professional standing' must quote an exact source substring.\nNode req_2b: condition 'graduate/professional standing' must be a nonempty literal source substring. Its evidence is 'graduate/professional standing'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.\nNode req_2c: evidence 'declared in Medical Physics VISP' must quote an exact source substring.\nNode req_2c: condition 'declared in Medical Physics VISP' must be a nonempty literal source substring. Its evidence is 'declared in Medical Physics VISP'; copy the relevant source clause into condition, without adding or removing a negation or standing qualifier.","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-f76575bd58e7ad67ceeea0ff","output_id":"6b9513da5fd64af2a7403f38a214f91fea4df63b735d9a382dd4c2ac471f8e83","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"BME/HONCOL/MEDPHYS/PHYSICS 501\",\"field\":\"description\",\"quote\":\"Interactions and energy deposition by ionizing radiation in matter; concepts, quantities and units in radiological physics; principles and methods of radiation dosimetry.\"},{\"course_id\":\"PHYSICS 323\",\"field\":\"description\",\"quote\":\"Special relativity, electromagnetic momentum, electromagnetic waves: propagation, interference, scattering, reflection and refraction at a dielectric interface, waves in a conductor. Wave packets and group velocity, dispersion. Waveguides and transmission lines. Retarded potentials. Radiation.\"},{\"course_id\":\"PHYSICS 449\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 448. Review of atomic and other quantum phenomena and special relativity; introduction to quantum mechanics treating the more advanced topics of atomic physics and applications to molecular, solid state, nuclear, and elementary particle physics and quantum statistics.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations. Linear algebra topics include linear systems, matrices and their algebra, vector spaces and linear transformations, eigenvalues and eigenvectors. Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Prerequisites in radiation physics, electromagnetism, quantum mechanics, and linear algebra/differential equations.\"}],\"search_phrases\":[\"medical radiation physics\",\"ionizing radiation detection\",\"radiotherapy physics\",\"dosimetry principles\",\"medical physics graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science; ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics.\"}],\"text\":\"Understanding ionizing radiation production and detection mechanisms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"title\",\"quote\":\"RADIATION PRODUCTION AND DETECTION\"},{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"Physics of ionizing radiation production and detection in medical science\"}],\"text\":\"Covers the physics of ionizing radiation production and detection in medical science, including detectors and radiotherapy applications.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"ionization chambers, solid-state detectors, charged and neutral particles for external beam radiotherapy, radionuclides activated with accelerators for diagnostic and therapeutic applications, radiochemistry, and X-ray tube physics\"}],\"text\":\"Ionization chambers and solid-state detectors\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"charged and neutral particles for external beam radiotherapy\"}],\"text\":\"Charged and neutral particles in external beam radiotherapy\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radionuclides activated with accelerators for diagnostic and therapeutic applications\"}],\"text\":\"Radionuclides activated with accelerators\"},{\"evidence\":[{\"course_id\":\"MEDPHYS/PHYSICS 688\",\"field\":\"description\",\"quote\":\"radiochemistry, and X-ray tube physics\"}],\"text\":\"Radiochemistry and X-ray tube physics\"}]}","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_f891a67508e5a22983d31f79","course_id":"MEDPHYS/PHYSICS 688","catalog_version_id":"b2d063fd51ec7a3d5c4dacabc1736a7165914ad5fa606fca3deb358861f7fa67","record_version_id":"f72d514d1f1f0ec89de7f0ab81b2ce226db71f21f7f94c8210063052ecfd5ea0","job_id":"enrich-f76575bd58e7ad67ceeea0ff","output_id":"6b9513da5fd64af2a7403f38a214f91fea4df63b735d9a382dd4c2ac471f8e83","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}]