{"id":"W2114562203","doi":"10.1093/rpd/ncr485","title":"A comparison of organ doses between mathematical and voxel phantoms with the DS02 photon fluences","year":2012,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"George (robot); Chen; Library science; Medical physics; Voxel; Art history; Nuclear medicine; Computer science; Physics; Medicine; Artificial intelligence; Art; Biology","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":[0.001678695,0.0004580235,0.000354154,0.0008405365,0.0001387377,0.0008120296,0.0005234181,0.0003604856,0.001208095],"category_scores_gemma":[0.005135636,0.0004308706,0.0004348386,0.0007856105,0.0003528267,0.0004660322,0.000656273,0.0003198244,0.0002264104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006257727,"about_ca_system_score_gemma":0.0003747442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005985581,"about_ca_topic_score_gemma":0.0006772733,"domain_scores_codex":[0.9987572,0.0004782772,0.00008636402,0.0001879547,0.000444763,0.00004541855],"domain_scores_gemma":[0.99803,0.001056952,0.0003140999,0.0004031757,0.0001661031,0.00002971872],"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":[0.002562055,0.0001471575,0.03011986,0.0006545908,0.0003900539,0.0001729914,0.0005739639,0.07869966,0.8057417,0.009104173,0.0004989196,0.07133479],"study_design_scores_gemma":[0.0001403153,0.002383029,0.07852833,0.00006247077,0.0004287454,0.002305035,0.0002142784,0.06789714,0.8309487,0.002558258,0.01438846,0.0001452723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7471471,0.002158571,0.2440931,0.0001183245,0.00004361841,0.0001218522,0.0005616791,0.001084549,0.004671234],"genre_scores_gemma":[0.9178048,0.0007956223,0.07864317,0.00004900955,0.000006962789,0.00011297,0.0005801191,0.0003563385,0.001650964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678695,"threshold_uncertainty_score":0.008877873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129273041495918,"score_gpt":0.3284685226219474,"score_spread":0.2971757922069883,"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."}}