{"id":"W2163936929","doi":"10.1016/j.radonc.2010.08.005","title":"Reducing radiation exposure to patients from kV-CBCT imaging","year":2010,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; Vanderbilt University","keywords":"Nuclear medicine; Pelvis; Medicine; Thorax (insect anatomy); Radiation dose; Radiology; Anatomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542071,0.000478791,0.0005989173,0.0007602927,0.0003041067,0.000712481,0.0005818487,0.000449537,0.007056659],"category_scores_gemma":[0.003847948,0.0002220803,0.0007926958,0.0005199146,0.0001574333,0.000303237,0.0007449761,0.0005763974,0.001006427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670674,"about_ca_system_score_gemma":0.0005625804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571631,"about_ca_topic_score_gemma":0.002305431,"domain_scores_codex":[0.9996564,0.0001328651,0.00002517469,0.00003603168,0.00009917397,0.00005040345],"domain_scores_gemma":[0.9986054,0.0007474651,0.0001794857,0.0002050581,0.000190164,0.00007243582],"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":[0.00469114,0.0008424481,0.07268691,0.001172317,0.0003649014,0.0006995386,0.00123669,0.01101415,0.2490588,0.002470467,0.008179304,0.6475833],"study_design_scores_gemma":[0.0005343203,0.006417952,0.6436182,0.0007026456,0.002198784,0.01648944,0.001147343,0.01857948,0.2442706,0.003389433,0.06250434,0.0001474042],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989109,0.01254431,0.1461143,0.002490382,0.0001831619,0.0003551674,0.0005630436,0.002029838,0.03680881],"genre_scores_gemma":[0.8993999,0.002462906,0.08803204,0.0008273041,0.0001547816,0.0001158133,0.0004362849,0.001210903,0.007359904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007056659,"threshold_uncertainty_score":0.02360684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007516388752402192,"score_gpt":0.2903208058580692,"score_spread":0.2828044171056671,"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."}}