{"id":"W2156810346","doi":"10.1016/j.ijrobp.2010.07.1918","title":"Volumetric Modulated Arc Therapy for Prostate Radiotherapy","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nuclear medicine; Radiation therapy; Rectum; Radiation treatment planning; Prostate; Radiology; Surgery; Cancer","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":[0.0001696448,0.0002655828,0.0002825591,0.0005114885,0.0002110706,0.0004508669,0.0007379375,0.0002580384,0.007664192],"category_scores_gemma":[0.0004408766,0.0001721746,0.0004579496,0.0007124938,0.0002571513,0.0002381579,0.0003215711,0.0004280848,0.001023423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848728,"about_ca_system_score_gemma":0.0006783475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845214,"about_ca_topic_score_gemma":0.003368071,"domain_scores_codex":[0.9998837,0.00001536566,0.000003836752,0.00001443838,0.00006730233,0.00001535756],"domain_scores_gemma":[0.9999524,0.00001390495,0.00001279885,0.000009770785,0.000006677855,0.00000441674],"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":[0.001321888,0.0003482931,0.004042635,0.001532525,0.0004099221,0.0003950417,0.000198866,0.03810509,0.1575041,0.01408956,0.01228116,0.7697709],"study_design_scores_gemma":[0.001210563,0.005421398,0.09370726,0.001229203,0.001954414,0.01674622,0.0002249804,0.07508126,0.2645973,0.04490803,0.4946371,0.0002824102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2572757,0.2223922,0.3701403,0.004663706,0.0017979,0.0008548077,0.002756028,0.004408334,0.1357111],"genre_scores_gemma":[0.9262884,0.02246752,0.02946363,0.0009141897,0.0002735674,0.0001169798,0.0007471713,0.0007770942,0.01895146],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007664192,"threshold_uncertainty_score":0.0256393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254892071279268,"score_gpt":0.331937279045954,"score_spread":0.3193883583331613,"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."}}