{"id":"W2158479120","doi":"10.1667/rr3231.1","title":"Comparison of Established and Emerging Biodosimetry Assays","year":2013,"lang":"en","type":"article","venue":"Radiation Research","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"National Institute of Allergy and Infectious Diseases; Ministry of Defense; National Institute for Health and Care Research","keywords":"Biodosimetry; Dicentric chromosome; Nuclear medicine; Micronucleus test; Medicine; Biology; Ionizing radiation; Irradiation; Chromosome; Gene; Genetics; Internal medicine; Physics; Toxicity","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":[0.01045363,0.001050316,0.0006028225,0.003130361,0.0003293812,0.001748839,0.001742425,0.001391184,0.001092544],"category_scores_gemma":[0.02030538,0.0005282182,0.0006742618,0.001291403,0.001017396,0.0007904789,0.001475831,0.001229021,0.001113869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009541542,"about_ca_system_score_gemma":0.000485354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008903077,"about_ca_topic_score_gemma":0.001483636,"domain_scores_codex":[0.9791057,0.005665515,0.002073119,0.004252775,0.008464684,0.0004382726],"domain_scores_gemma":[0.9743137,0.009340213,0.004330336,0.002509531,0.009169083,0.0003371086],"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":[0.001857624,0.0003133143,0.1507409,0.001829397,0.0006115708,0.0002299808,0.001673705,0.00519578,0.699202,0.001525821,0.001095448,0.1357245],"study_design_scores_gemma":[0.00003862161,0.002482172,0.1308079,0.0003818593,0.0006607039,0.002019666,0.0005398162,0.01438398,0.8279765,0.0009802142,0.01956371,0.0001647658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5971192,0.03079794,0.3545735,0.0005426375,0.000559472,0.0006808455,0.002396296,0.0015553,0.01177487],"genre_scores_gemma":[0.7187884,0.009160448,0.2589324,0.0005094409,0.0002347836,0.0007517912,0.003623727,0.0002572308,0.007741758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045363,"threshold_uncertainty_score":0.05528474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398685446159659,"score_gpt":0.4104505868284783,"score_spread":0.3664637323668817,"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."}}