{"id":"W2024480571","doi":"10.1016/j.meddos.2011.07.002","title":"Dependences of mucosal dose on photon beams in head-and-neck intensity-modulated radiation therapy: a Monte Carlo study","year":2011,"lang":"en","type":"article","venue":"Medical dosimetry","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Imaging phantom; Photon; Beam (structure); Optics; Materials science; Monte Carlo method; Irradiation; Photon energy; Radiation; Nuclear medicine; Physics; Medicine; Nuclear physics","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":[0.0009969719,0.0003487075,0.0004986751,0.0005345634,0.0002869485,0.0008706545,0.0006830085,0.0007143368,0.0013245],"category_scores_gemma":[0.005525938,0.0007488678,0.001017645,0.0006128036,0.0004936607,0.0003791861,0.0004145069,0.0005117801,0.0003063503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011968,"about_ca_system_score_gemma":0.0004387161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048421,"about_ca_topic_score_gemma":0.002738487,"domain_scores_codex":[0.9995649,0.0002090532,0.00001924547,0.00004761383,0.0001168617,0.00004223303],"domain_scores_gemma":[0.996027,0.003123418,0.0004163189,0.0002277729,0.0001343593,0.00007117508],"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":[0.005908347,0.0003550449,0.08682009,0.0006753355,0.0005455148,0.0008665914,0.001040606,0.7101603,0.1564269,0.005982002,0.0005854435,0.03063388],"study_design_scores_gemma":[0.0002034901,0.001635056,0.1758431,0.0001277494,0.0009119977,0.001980055,0.0002532142,0.6937509,0.1208285,0.001964018,0.002306955,0.0001949454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974972,0.002147463,0.0185416,0.0001046229,0.00001307204,0.00006151392,0.000131818,0.0001814787,0.003846489],"genre_scores_gemma":[0.9972932,0.0003794965,0.001513143,0.00002544976,0.000003966096,0.00001538527,0.00005143994,0.0001073066,0.0006107389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0048421,"threshold_uncertainty_score":0.009627819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877928603139756,"score_gpt":0.2947233763793866,"score_spread":0.2759440903479891,"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."}}