{"id":"W1999493281","doi":"10.1118/1.4888940","title":"SU-E-T-604: Dosimetric Dependence On the Collimator Angle in Prostate Volumetric Modulated Arc Therapy","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Collimator; Nuclear medicine; Dosimetry; Dose-volume histogram; Medicine; Radiation treatment planning; Optics; Physics; Radiation therapy; 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":[0.0004984185,0.0002568531,0.0001534111,0.0003757061,0.00007152275,0.0002978505,0.0002159867,0.0001898701,0.001220801],"category_scores_gemma":[0.001483819,0.0001676766,0.000197423,0.0005189264,0.0001457961,0.0002158448,0.0001900828,0.0001772861,0.0002993368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850487,"about_ca_system_score_gemma":0.0001598746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008512261,"about_ca_topic_score_gemma":0.0007328972,"domain_scores_codex":[0.9996688,0.00008151762,0.00001908847,0.0000546014,0.0001546033,0.00002139805],"domain_scores_gemma":[0.999481,0.0001933297,0.0001842813,0.00005311909,0.00006807916,0.00002018236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002912542,0.0001778479,0.1442156,0.0004129307,0.0002181715,0.0002013646,0.000181083,0.04551993,0.6534692,0.0006417641,0.0006602439,0.1513893],"study_design_scores_gemma":[0.0001320515,0.003025318,0.4925886,0.000029734,0.0004367386,0.001826802,0.00005579849,0.05810988,0.4380261,0.0005160185,0.005187977,0.00006502864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963083,0.002612597,0.02971262,0.00005039116,0.00001926551,0.00004133273,0.0003050766,0.0005575866,0.003618095],"genre_scores_gemma":[0.994863,0.0002739088,0.003866208,0.00001546777,0.000004550847,0.00001016243,0.0003102657,0.0001193023,0.0005370863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001220801,"threshold_uncertainty_score":0.004083931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129848100709495,"score_gpt":0.2639801114786767,"score_spread":0.2526816304715817,"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."}}