{"id":"W2081592292","doi":"10.1097/hp.0b013e3182307758","title":"Validation of QuickScan Dicentric Chromosome Analysis for High Throughput Radiation Biological Dosimetry","year":2012,"lang":"en","type":"article","venue":"Health Physics","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Atomic Energy (Canada)","funders":"","keywords":"Biodosimetry; Dicentric chromosome; Triage; Dosimetry; Nuclear medicine; Radiological weapon; Radiation dose; Mass Casualty; Medical physics; Medicine; Chromosome; Biology; Ionizing radiation; Physics; Emergency medicine; Irradiation; Radiology; Medical emergency","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":[0.0002662828,0.00009814052,0.0002267167,0.00004119019,0.0000803041,0.000005881957,0.0000660497,0.00008519795,0.00001062134],"category_scores_gemma":[0.00001901598,0.00008986703,0.0001473265,0.0003386663,0.00002752176,0.00000587902,0.00003441315,0.00003768921,0.000001632677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004931087,"about_ca_system_score_gemma":0.00007911598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009568262,"about_ca_topic_score_gemma":0.000003558029,"domain_scores_codex":[0.999113,0.00007342535,0.0002428376,0.0001872423,0.0001079097,0.0002755345],"domain_scores_gemma":[0.9993837,0.00002356792,0.000225169,0.0002165052,0.00005904845,0.00009204721],"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":[0.0001790275,0.001296424,0.3740671,0.0003451278,0.001114474,1.280741e-7,0.0004904608,0.002051841,0.5777758,0.005212356,0.002137974,0.03532932],"study_design_scores_gemma":[0.0007100678,0.0006780786,0.1825331,0.000005537519,0.0001677694,6.535511e-7,0.00006627684,0.0002110392,0.8122426,0.0002174336,0.002961523,0.0002058475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213309,0.0009667477,0.07695249,0.0001216157,0.0001339119,0.000328652,0.0001419478,0.000006681763,0.00001709081],"genre_scores_gemma":[0.9960651,0.0003880184,0.001110188,0.0003298311,0.0006372664,0.00003140255,0.00141636,0.000009152433,0.00001263818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2344669,"threshold_uncertainty_score":0.3664671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310774206287052,"score_gpt":0.3287080182907295,"score_spread":0.2976305976620243,"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."}}