{"id":"W2081629208","doi":"10.1016/j.ijrobp.2007.08.028","title":"A Treatment Planning Analysis of Inverse-Planned and Forward-Planned Intensity-Modulated Radiation Therapy in Nasopharyngeal Carcinoma","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Nasopharyngeal carcinoma; Radiation therapy; Radiation treatment planning; Nuclear medicine; Radiology","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":[0.001931722,0.000393421,0.0006566203,0.001118105,0.0004297977,0.001109583,0.0005968718,0.0003984405,0.001747247],"category_scores_gemma":[0.006328547,0.0005445892,0.001373552,0.0008009945,0.000427301,0.0002895915,0.0003109103,0.000433113,0.0002605685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961556,"about_ca_system_score_gemma":0.001303303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260613,"about_ca_topic_score_gemma":0.009427527,"domain_scores_codex":[0.9988825,0.0004665472,0.00006306712,0.00008954477,0.0004468671,0.00005149303],"domain_scores_gemma":[0.9965412,0.002515711,0.0003027737,0.0001531412,0.0004229904,0.00006412993],"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":[0.003593591,0.0002430618,0.02992168,0.0003037618,0.0005331043,0.0002057157,0.0004324329,0.8248843,0.02946013,0.002020965,0.001631577,0.1067696],"study_design_scores_gemma":[0.0001980507,0.001028767,0.09653584,0.00004681747,0.0006507309,0.0007124818,0.0001798269,0.878223,0.01780167,0.001880273,0.002619815,0.0001226983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627876,0.002794415,0.1196528,0.0004749834,0.0001215724,0.000479287,0.0009850299,0.0009324442,0.01177182],"genre_scores_gemma":[0.9831858,0.0001780036,0.01465007,0.00006972714,0.00001231592,0.00006167986,0.0003486465,0.0002612962,0.00123255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260613,"threshold_uncertainty_score":0.02506554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238062985306726,"score_gpt":0.3493022380962301,"score_spread":0.3169216082431628,"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."}}