{"id":"W1967470345","doi":"10.1118/1.4889173","title":"MO‐F‐16A‐02: Simulation of a Medical Linear Accelerator for Teaching Purposes","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre","funders":"","keywords":"Linear particle accelerator; Klystron; Physics; Particle accelerator; Beam (structure); Solenoid; Dosimetry; Magnet; Computational physics; Optics; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004894648,0.0008175168,0.0005484531,0.0004267929,0.0004160253,0.0005792031,0.001372216,0.001385292,0.02022274],"category_scores_gemma":[0.001519556,0.0004768221,0.0007113463,0.0006163921,0.0004109547,0.0003301534,0.0005044073,0.0009492655,0.001499794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160911,"about_ca_system_score_gemma":0.001290448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02036163,"about_ca_topic_score_gemma":0.01135437,"domain_scores_codex":[0.9998478,0.0000549507,0.000007704946,0.00001895546,0.0000387712,0.0000318446],"domain_scores_gemma":[0.9988876,0.0007289671,0.00005492705,0.0000553514,0.000203766,0.00006947642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000203399,0.00009845268,0.001964744,0.0001448978,0.0000321943,0.00009220416,0.00008253603,0.9862128,0.001366945,0.001585169,0.002533986,0.00568262],"study_design_scores_gemma":[0.00006123479,0.000050457,0.0004061832,0.00001257062,0.000008163712,0.00001924001,0.00002115449,0.9945875,0.001374113,0.0003497897,0.003103802,0.000005761708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7357213,0.0005843774,0.152523,0.000825236,0.0002903022,0.0006021532,0.01144166,0.01202858,0.08598332],"genre_scores_gemma":[0.8976037,0.0003530488,0.07925839,0.0001910719,0.00002944722,0.000718218,0.004533779,0.0009781738,0.0163342],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02036163,"threshold_uncertainty_score":0.06765175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750839028821664,"score_gpt":0.3476471959123433,"score_spread":0.3301388056241267,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}