{"id":"W2007440096","doi":"10.1118/1.3476156","title":"Poster — Thur Eve — 51: An Investigation of Geometry Issues for EPID Dosimetry during Rotational IMRT","year":2010,"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":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Image-guided radiation therapy; Dosimetry; Potentiometer; Medical imaging; DICOM; Optics; Physics; Nuclear medicine; Computer science; Artificial intelligence; 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":[0.001058092,0.0003082117,0.0002282099,0.0002912603,0.0003189745,0.0007505828,0.000422803,0.000414772,0.004457245],"category_scores_gemma":[0.00213856,0.0002083725,0.0003388576,0.0002822805,0.0002982276,0.0005031945,0.0005919163,0.0003632048,0.001065981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004269604,"about_ca_system_score_gemma":0.0002678485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004479642,"about_ca_topic_score_gemma":0.0005439605,"domain_scores_codex":[0.9995885,0.0001102853,0.00001906249,0.00006441824,0.0001853571,0.0000323311],"domain_scores_gemma":[0.9991778,0.0002374121,0.00009735161,0.0001700467,0.0002736516,0.00004384475],"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":[0.002661928,0.0002891851,0.03170379,0.0006952077,0.00007815048,0.0006266846,0.0003987199,0.01712862,0.7518778,0.001857942,0.007655397,0.1850265],"study_design_scores_gemma":[0.0001151442,0.003937572,0.1322547,0.00006432825,0.0001536779,0.002357885,0.0002173567,0.04325012,0.7894528,0.0007208845,0.02737042,0.0001049792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009341,0.001849016,0.1652589,0.0009035703,0.0004392615,0.0004303576,0.001007033,0.001756572,0.02742111],"genre_scores_gemma":[0.9592248,0.0005369288,0.03025256,0.00016821,0.0001034247,0.00006144637,0.0007441283,0.0002694628,0.008639175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004457245,"threshold_uncertainty_score":0.01491094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029983149710932,"score_gpt":0.3051105856557581,"score_spread":0.2948107541586488,"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."}}