{"id":"W2293166549","doi":"10.1016/j.radonc.2016.02.026","title":"Dual energy CT in radiotherapy: Current applications and future outlook","year":2016,"lang":"en","type":"review","venue":"Radiotherapy and Oncology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":176,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"KWF Kankerbestrijding","keywords":"Digital Enhanced Cordless Telecommunications; Radiation therapy; Medicine; Medical physics; Brachytherapy; Proton therapy; Radiology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001271087,0.0004313805,0.001270814,0.0002447331,0.00006850919,0.00002242155,0.0001341292,0.0002362981,0.00006747287],"category_scores_gemma":[0.000001502866,0.0003350437,0.0001169919,0.0001803696,0.0001213501,0.0001000036,0.00001679471,0.000395465,0.00000290258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143108,"about_ca_system_score_gemma":0.0000916851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002842678,"about_ca_topic_score_gemma":0.00002015374,"domain_scores_codex":[0.9986336,0.0001129103,0.0004312668,0.0003921684,0.000068212,0.0003618545],"domain_scores_gemma":[0.9993265,0.0001998654,0.0001015136,0.0002471792,0.00001004451,0.0001149251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005137037,0.00003098005,0.000004616975,0.001271742,0.00009794494,0.00001566934,0.00009988856,0.000006844229,0.000005532046,0.002119752,0.0002746708,0.9960672],"study_design_scores_gemma":[0.000641684,0.00005807645,0.000003120944,0.0007368528,0.00004586571,0.0002801076,0.00001200609,0.00009714324,7.926307e-7,0.0002119038,0.9975286,0.0003838638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003157359,0.9801992,0.01816061,0.000110967,0.0005491718,0.0004027221,0.00003300036,0.0001187014,0.0004224947],"genre_scores_gemma":[0.000003177797,0.9961077,0.001102973,0.00009985406,0.002009472,0.0004519446,0.00002163771,0.00009286988,0.0001103752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9972539,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394549280998888,"score_gpt":0.317071999285869,"score_spread":0.3031265064758801,"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."}}