{"id":"W2512144517","doi":"10.1118/1.4961849","title":"Sci‐Fri PM: Radiation Therapy, Planning, Imaging, and Special Techniques ‐ 06: Patient‐specific QA Procedure for Gated VMAT SABR Treatments using 10x Beam in Flattening‐Filter Free Mode","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"SABR volatility model; Ionization chamber; Imaging phantom; Nuclear medicine; Gating; Dosimetry; Breathing; Radiation therapy; Medicine; Physics; Mathematics; Radiology; Ion","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":[0.0009806611,0.0004629172,0.0002273414,0.0005718975,0.00026972,0.0004359949,0.0005205483,0.0003823887,0.008377846],"category_scores_gemma":[0.001318031,0.0003336517,0.0006166858,0.0002591654,0.0003652867,0.0002584831,0.0004848172,0.0005594013,0.003766842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748622,"about_ca_system_score_gemma":0.0007077513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007365391,"about_ca_topic_score_gemma":0.0009940815,"domain_scores_codex":[0.9996428,0.00008778125,0.00001620999,0.00005817473,0.0001743717,0.00002063755],"domain_scores_gemma":[0.9995202,0.000170504,0.00007279364,0.0001057277,0.00009397388,0.00003674848],"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":[0.0005486473,0.0001181166,0.004099213,0.0004339566,0.00007160881,0.000185855,0.0002422402,0.004896856,0.7623694,0.001321501,0.005658482,0.2200541],"study_design_scores_gemma":[0.00008876098,0.001216567,0.05886504,0.00005645785,0.0001064067,0.003597316,0.00004661793,0.02161906,0.8476979,0.0006457178,0.06597342,0.00008684559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1574996,0.002415641,0.8078892,0.000454578,0.000219897,0.001084437,0.0009174491,0.007635198,0.02188401],"genre_scores_gemma":[0.5692903,0.001005064,0.4085944,0.0004013095,0.0001040435,0.0004230095,0.001421595,0.002353156,0.01640702],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008377846,"threshold_uncertainty_score":0.0280267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849242267032167,"score_gpt":0.3260343055241775,"score_spread":0.2975418828538559,"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."}}