{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109097,0.0008674852,0.000637112,0.0022404,0.002026673,0.0009770744,0.0009154991,0.001431645,0.00199646],"category_scores_gemma":[0.002440803,0.0007056977,0.0007415554,0.001291407,0.0009380811,0.0004664268,0.001099214,0.001189496,0.0005800361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255033,"about_ca_system_score_gemma":0.001263711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04542492,"about_ca_topic_score_gemma":0.05156152,"domain_scores_codex":[0.99892,0.0001495078,0.0001036581,0.0002480654,0.0004156749,0.0001631388],"domain_scores_gemma":[0.998498,0.0002813398,0.0003098393,0.0001585065,0.000547277,0.0002050067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004171397,0.0006203831,0.4285431,0.0002157916,0.0001126083,0.5405781,0.005633371,0.0004887935,0.008019313,0.0002620098,0.00125999,0.01384944],"study_design_scores_gemma":[0.00001784399,0.001952644,0.2687089,0.0002171311,0.0002810068,0.6911739,0.007025482,0.002543057,0.01361459,0.0003634685,0.0139914,0.0001105606],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929538,0.001037969,0.001821645,0.0004862987,0.00003107588,0.000179806,0.0001764584,0.00003445328,0.003278482],"genre_scores_gemma":[0.9959507,0.0009693702,0.0007694726,0.0002665335,0.0000322299,0.00001433162,0.000119045,0.00001964261,0.001858714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04542492,"threshold_uncertainty_score":0.090321,"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."}}