{"id":"W2037803762","doi":"10.1016/j.ijrobp.2009.03.013","title":"A Comparison of Volumetric Modulated Arc Therapy and Conventional Intensity-Modulated Radiotherapy for Frontal and Temporal High-Grade Gliomas","year":2009,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Multileaf collimator; Nuclear medicine; Radiation therapy; Optic chiasm; Radiation treatment planning; Optic nerve; Radiology; Ophthalmology","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":[0.0004793624,0.0001726339,0.0004495275,0.0004256964,0.00008625987,0.0002679934,0.0004395887,0.0002303914,0.001756413],"category_scores_gemma":[0.000942541,0.0001046639,0.0003632542,0.0004007148,0.0002097055,0.0002484965,0.0001585465,0.0002004352,0.0001294441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092377,"about_ca_system_score_gemma":0.0003501499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207828,"about_ca_topic_score_gemma":0.002054532,"domain_scores_codex":[0.9998158,0.00005837375,0.00001343867,0.00002244176,0.00006794094,0.0000220916],"domain_scores_gemma":[0.9997717,0.0001224859,0.00003387378,0.00002969849,0.00002008905,0.00002222709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1640638,0.002830642,0.01649105,0.001888837,0.001557505,0.0003236052,0.0004999225,0.01735606,0.2077237,0.001759362,0.0008826729,0.5846229],"study_design_scores_gemma":[0.02551572,0.2313742,0.5232071,0.0004684296,0.007080469,0.005536588,0.0008723901,0.05763927,0.1171982,0.00560244,0.02531433,0.0001909764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880794,0.007279065,0.002178776,0.0000838983,0.0000880596,0.0000533636,0.00009100823,0.00004628724,0.002100194],"genre_scores_gemma":[0.9975786,0.001233472,0.0006475355,0.00004004909,0.00003083718,0.000009268762,0.00005753538,0.00001491038,0.0003879337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002207828,"threshold_uncertainty_score":0.005875766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372262759694523,"score_gpt":0.3502483591832641,"score_spread":0.3265257315863189,"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."}}