{"id":"W2112408182","doi":"10.2203/dose-response.06-107.dolling","title":"Radiological Emergency Response: The National Biological Dosimetry Response Plan","year":2007,"lang":"en","type":"article","venue":"Dose-Response","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Credit Valley Hospital","funders":"Health Canada; Atomic Energy of Canada Limited","keywords":"Dosimetry; Radiological weapon; Medical physics; Presentation (obstetrics); Medicine; Risk analysis (engineering); Medical emergency; Nuclear medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01383697,0.0003732219,0.0002823149,0.0001757339,0.0004177269,0.00004352716,0.0006200067,0.0005087756,0.000422098],"category_scores_gemma":[0.00407546,0.0002571699,0.0003450867,0.0003926439,0.0003261572,0.000006763843,0.0003157635,0.0003456751,0.0001012908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282618,"about_ca_system_score_gemma":0.0003076162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007530129,"about_ca_topic_score_gemma":0.000009843822,"domain_scores_codex":[0.9943033,0.003117616,0.0005991896,0.0007417225,0.0005281037,0.0007100399],"domain_scores_gemma":[0.9974102,0.001422582,0.0001664442,0.0005742129,0.0001833692,0.0002431591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2054569,0.0001588989,0.003298679,0.000002005141,0.00007167256,0.0000540356,0.0001188488,0.00004033307,0.7819456,0.00006154345,0.008445713,0.0003457091],"study_design_scores_gemma":[0.001031202,0.001868778,0.6621246,0.000004782623,0.00001524192,0.0001862684,0.0002934475,0.00002760844,0.1638913,0.00007128932,0.1700902,0.0003952415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944904,0.0007153219,0.001044215,0.002477862,0.0004053436,0.0004418232,0.0001853198,0.00005229246,0.000187458],"genre_scores_gemma":[0.9956365,0.00007833457,0.0003375507,0.001403301,0.0004657366,0.00004914622,0.00007985439,0.00003172463,0.001917849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6588259,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061659458407662,"score_gpt":0.3309632560688801,"score_spread":0.2903466614848035,"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."}}