{"id":"W2105703766","doi":"10.1120/jacmp.v14i3.4053","title":"Prostate volumetric‐modulated arc therapy: dosimetry and radiobiological model variation between the single‐arc and double‐arc technique","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital; Princess Margaret Cancer Centre; University of Waterloo; University of Toronto; University Health Network","funders":"","keywords":"Dosimetry; Prostate; Isocenter; Nuclear medicine; Rectum; Medicine; Arc (geometry); Monitor unit; Radiation treatment planning; Radiation therapy; Radiology; Surgery; Mathematics; Cancer; Imaging phantom; Internal medicine","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":[0.0007851312,0.000309843,0.0003647001,0.0004224612,0.0001778392,0.0005236155,0.0003752062,0.0002649523,0.000618347],"category_scores_gemma":[0.002487158,0.000367785,0.00069136,0.0004980578,0.0002826114,0.0003413077,0.000654959,0.0004552545,0.0001474834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006529702,"about_ca_system_score_gemma":0.000376777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209085,"about_ca_topic_score_gemma":0.001435546,"domain_scores_codex":[0.9987147,0.0002528496,0.00004466276,0.0003135836,0.0006057068,0.00006852756],"domain_scores_gemma":[0.9984691,0.0005552011,0.0003251869,0.000431789,0.0001567609,0.00006195744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002931574,0.0003097063,0.1093982,0.0005072133,0.0008568042,0.0004164793,0.0008953013,0.1745243,0.4258786,0.001347906,0.0008753135,0.2820586],"study_design_scores_gemma":[0.0002717562,0.004607989,0.4272377,0.00005097243,0.0007067387,0.006182391,0.0002589359,0.2724057,0.273015,0.001510597,0.01352198,0.0002303167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087647,0.001787443,0.08640677,0.0001075141,0.00005335701,0.00005940201,0.0001518848,0.0005464357,0.002122493],"genre_scores_gemma":[0.9896063,0.0001521463,0.009447054,0.00002002174,0.00001029805,0.00002125747,0.0001377172,0.0001489683,0.000456357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209085,"threshold_uncertainty_score":0.004737616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339508256064934,"score_gpt":0.322638720019331,"score_spread":0.2892436374586817,"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."}}