{"id":"W2041130621","doi":"10.1097/hp.0b013e3181aba9c7","title":"QUICKSCAN DICENTRIC CHROMOSOME ANALYSIS FOR RADIATION BIODOSIMETRY","year":2010,"lang":"en","type":"article","venue":"Health Physics","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Biodosimetry; Dicentric chromosome; Triage; Dosimetry; Chromosome aberration; Radiological weapon; Mass Casualty; Nuclear medicine; Medicine; Chromosome; Ionizing radiation; Biology; Emergency medicine; Physics; Medical emergency; Irradiation; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001800641,0.0001063453,0.0001769407,0.00005460703,0.0001469081,0.00001923729,0.00009291181,0.00008398548,0.00001500081],"category_scores_gemma":[0.00001687353,0.0001088257,0.0001810377,0.0003672026,0.00002580366,0.00000269981,0.00003137281,0.00008510448,0.000004499213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000259563,"about_ca_system_score_gemma":0.0001841315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009734348,"about_ca_topic_score_gemma":0.0001798818,"domain_scores_codex":[0.9991387,0.00002637616,0.0001790751,0.000273323,0.0001066324,0.00027591],"domain_scores_gemma":[0.9993435,0.00001362934,0.0001290546,0.0003186603,0.00006303986,0.0001320772],"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":[0.00007937372,0.0004516522,0.05584583,0.0001867638,0.0007146454,5.523023e-7,0.0001691877,0.000567351,0.8515894,0.001638559,0.007843939,0.08091272],"study_design_scores_gemma":[0.002628152,0.001396488,0.1852597,0.000009252743,0.0004981094,0.000004782579,0.0001176003,0.006546596,0.5271909,0.0005941426,0.274862,0.0008922591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412717,0.0004296989,0.05650767,0.0006515679,0.000341481,0.0004744336,0.0002195441,0.00001604038,0.00008783647],"genre_scores_gemma":[0.9955566,0.0001492822,0.001375927,0.001108491,0.0008412038,0.000040978,0.0008261779,0.00001505183,0.0000862879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243985,"threshold_uncertainty_score":0.4437783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012648344259992,"score_gpt":0.3135468248333813,"score_spread":0.3008984805733893,"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."}}