{"id":"W2102354029","doi":"10.1093/rpd/ncq304","title":"EURADOS intercomparison on measurements and Monte Carlo modelling for the assessment of americium in a USTUR leg phantom","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Health Canada; Institut de Radioprotection et de SÛreté Nucléaire; U.S. Department of Energy","keywords":"Monte Carlo method; Americium; Imaging phantom; Internal dosimetry; Transuranium element; Dosimetry; Environmental science; Medical physics; Uranium; Nuclear engineering; Nuclear medicine; Medicine; Plutonium; Physics; Nuclear physics; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005687331,0.0001183813,0.0002092706,0.0003091462,0.00009243197,0.00003309265,0.0000566642,0.00006766587,0.00001349998],"category_scores_gemma":[0.0001268848,0.00009279128,0.00005994948,0.0003178298,0.00003236194,0.0001746345,0.00001009818,0.0003496531,0.000001240655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009425156,"about_ca_system_score_gemma":0.00005660069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003008397,"about_ca_topic_score_gemma":0.00001387221,"domain_scores_codex":[0.9989806,0.00005159527,0.0003387134,0.0002157727,0.0002737346,0.000139529],"domain_scores_gemma":[0.9993789,0.00009484861,0.000211509,0.0001895072,0.00007566693,0.00004962151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007007971,0.0007493151,0.2086749,0.0003340596,0.000347776,0.000001242396,0.001862459,0.1222471,0.2408792,0.0001886219,0.0003566718,0.4236578],"study_design_scores_gemma":[0.001691098,0.0002130775,0.08947777,0.0000550467,0.00005530984,0.000005085655,0.000127499,0.8638047,0.04366033,0.00001682594,0.0008049543,0.00008828544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693643,0.0001848232,0.1269661,0.001074379,0.0004365171,0.001777846,0.000003750276,0.00003464661,0.000157625],"genre_scores_gemma":[0.998161,0.00003176674,0.00118609,0.0002016542,0.0001392655,0.0001918301,0.000003448406,0.00001765127,0.00006727299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7415576,"threshold_uncertainty_score":0.3783918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615484460651487,"score_gpt":0.3536208681559361,"score_spread":0.2874660235494212,"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."}}