{"id":"W2000302385","doi":"10.1118/1.4813999","title":"SU-D-105-03: Developing QA Procedures for Gated VMAT SABR Treatments","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"SABR volatility model; Truebeam; Imaging phantom; Nuclear medicine; Breathing; Linear particle accelerator; Gating; Ionization chamber; Medicine; Biomedical engineering; Physics; Beam (structure); Optics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00313182,0.0006879924,0.0003820815,0.0006638881,0.0003859092,0.0007398796,0.001223283,0.0006194143,0.007128188],"category_scores_gemma":[0.003899143,0.0005757454,0.0006214894,0.0004143145,0.0003726794,0.0005346852,0.0006168875,0.0007205843,0.002803172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112044,"about_ca_system_score_gemma":0.001568461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129364,"about_ca_topic_score_gemma":0.002251364,"domain_scores_codex":[0.9991529,0.0002155237,0.00004949595,0.0001023525,0.0004248197,0.00005485096],"domain_scores_gemma":[0.998448,0.0004569922,0.000145538,0.0002260097,0.0006503849,0.0000730143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008356067,0.0003521234,0.005955625,0.0005801214,0.0001483899,0.0001661062,0.0005537503,0.09126415,0.4025403,0.008571987,0.0113952,0.4776366],"study_design_scores_gemma":[0.0002099866,0.0006260357,0.009671196,0.00006939921,0.00006442859,0.0005084446,0.00008157433,0.5309962,0.4173857,0.002723257,0.03754094,0.0001228798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01697776,0.000117741,0.9657002,0.00006546896,0.00002061191,0.000311415,0.0002767649,0.0132641,0.003265898],"genre_scores_gemma":[0.0906854,0.00005659062,0.9041027,0.00007606034,0.00001012865,0.0002203786,0.0006901082,0.0021777,0.001980958],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007128188,"threshold_uncertainty_score":0.02384615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427831199384843,"score_gpt":0.3029237865243547,"score_spread":0.2886454745305063,"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."}}