{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001663483,0.0002977821,0.0007778585,0.00007152199,0.0001641667,0.00008797365,0.0004163283,0.000295428,0.00008108827],"category_scores_gemma":[0.00007182197,0.0001767737,0.0001921731,0.0003506133,0.0006435398,0.0002318875,0.0001053661,0.001510647,0.000001874615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003900269,"about_ca_system_score_gemma":0.0001312988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000163926,"about_ca_topic_score_gemma":7.958002e-8,"domain_scores_codex":[0.9973256,0.0001508513,0.001234454,0.0003558392,0.0005839314,0.0003492984],"domain_scores_gemma":[0.9970506,0.001245385,0.000846722,0.0002861585,0.0001795592,0.0003915275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004774014,0.0008854204,0.02586552,0.00002006202,0.0005728246,0.00000309242,0.0002554041,0.00008943732,0.01241485,0.007718243,0.0006419346,0.9510558],"study_design_scores_gemma":[0.0127067,0.003209396,0.05297472,0.0002500501,0.0003213792,0.00002724262,0.00009124516,0.0239637,0.02433158,0.8777452,0.003092432,0.001286396],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4492287,0.000154008,0.5483775,0.0007593302,0.00006819978,0.0009237917,0.000008483215,0.00005147452,0.0004285297],"genre_scores_gemma":[0.9712729,0.0004723912,0.02635976,0.0004566254,0.001326239,0.00005337669,0.000007386386,0.00003913429,0.0000121552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9497694,"threshold_uncertainty_score":0.7208621,"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."}}