{"id":"W4365483648","doi":"10.1667/rade-22-00201.1","title":"RENEB Inter-Laboratory Comparison 2021: The Cytokinesis-Block Micronucleus Assay","year":2023,"lang":"en","type":"article","venue":"Radiation Research","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Ministry of Defense","keywords":"Biodosimetry; Micronucleus test; Micronucleus; Triage; Nuclear medicine; Dosimetry; Binucleated cells; Medicine; Medical physics; Toxicology; Irradiation; Biology; Physics; Internal medicine; Toxicity; Ionizing radiation; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003538487,0.0001197234,0.0002166097,0.000574437,0.0003919148,0.0001012171,0.0002382703,0.0001378571,0.0006699669],"category_scores_gemma":[0.001145192,0.00008920571,0.00008085062,0.002647241,0.0001436609,0.0001041375,0.00006154038,0.0005948129,0.002737383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150528,"about_ca_system_score_gemma":0.0002829485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005864111,"about_ca_topic_score_gemma":0.00001064683,"domain_scores_codex":[0.9974008,0.0007026721,0.0003397409,0.0002990974,0.0008113214,0.0004464019],"domain_scores_gemma":[0.9976733,0.001162429,0.00007667426,0.0005545815,0.0003599046,0.0001730523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003670912,0.0002302006,0.06881769,0.00006085739,0.0001996662,0.00003726553,0.00157266,0.0002308618,0.04868606,0.000617899,0.8060871,0.07309259],"study_design_scores_gemma":[0.001691806,0.0003102286,0.2482902,0.00004394259,0.0000305918,0.000008086065,0.001080764,0.01452014,0.02854924,0.0001746553,0.7051194,0.000180866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572704,0.001988173,0.0001133363,0.03194808,0.000608679,0.001075007,0.00005069468,0.0002729814,0.006672654],"genre_scores_gemma":[0.9927481,0.0005688372,0.00006475594,0.0005737765,0.0007437582,0.00006953523,0.00007530575,0.00003515583,0.005120734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794726,"threshold_uncertainty_score":0.9980391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07143580694037859,"score_gpt":0.421911240571499,"score_spread":0.3504754336311204,"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."}}