{"id":"W2500906989","doi":"10.1093/rpd/ncw179","title":"Retrospective Biodosimetry of an Occupational Overexposure—Case Study","year":2016,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission; Health Canada","funders":"Health Canada","keywords":"Biodosimetry; Dicentric chromosome; Fluorescence in situ hybridization; Medicine; Nuclear medicine; Biology; Chromosome; Nuclear physics; Physics; Karyotype; Genetics; Irradiation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003562546,0.0001384117,0.0001421074,0.0001646934,0.0001155698,0.00001801523,0.00008350054,0.0001315047,0.0001048333],"category_scores_gemma":[0.0001119784,0.0001125928,0.00008405502,0.0002741406,0.0000440548,0.00002083904,0.000042823,0.0000618419,0.000006965458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008299192,"about_ca_system_score_gemma":0.00007674733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334436,"about_ca_topic_score_gemma":0.00004652395,"domain_scores_codex":[0.9987645,0.0001606207,0.0002945862,0.0003868843,0.0002531536,0.0001402944],"domain_scores_gemma":[0.9991869,0.0000096208,0.0002095457,0.0003688282,0.0001492388,0.00007585016],"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":[0.0001895414,0.0005121544,0.136398,0.000007770796,0.000106342,0.0000120766,0.00006304808,0.00001738431,0.8393108,0.0000411762,0.00004986707,0.02329186],"study_design_scores_gemma":[0.001414123,0.001998337,0.3136666,0.000005542583,0.00002709212,0.0001661511,0.0002759831,0.00006818032,0.6818375,0.00003705485,0.0003204159,0.0001830548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770023,0.00005439095,0.02187385,0.0000257903,0.0001664664,0.0007054693,0.00009083816,0.0000226,0.00005833542],"genre_scores_gemma":[0.9991778,0.000008719052,0.0002942388,0.00003684923,0.000242152,0.00007222311,0.00002826094,0.00001764344,0.0001220826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772686,"threshold_uncertainty_score":0.4591401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157668815489521,"score_gpt":0.28857645843076,"score_spread":0.2728095768818079,"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."}}